{"meta":{"query_hash":"052a0dcabf96","filters":{"venue":"Mental Health Review Journal"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/052a0dcabf96","api":"https://metacan.xera.ac/api/v1/cohort?venue=Mental+Health+Review+Journal"},"results":[{"id":"W2008709650","doi":"10.1108/13619321211289326","title":"New governance, new hope: findings and results of the taskforce to establish a Mental Health Commission for NSW","year":2012,"lang":"en","type":"article","venue":"Mental Health Review Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commission; Mental health; Facilitator; Government (linguistics); Public relations; Corporate governance; Legislature; Royal Commission; Public administration; Political science; Medicine; Management; Law; Psychiatry; Economics","score_opus":0.16292863344534908,"score_gpt":0.46006948982235624,"score_spread":0.29714085637700716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008709650","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026640002,0.5277702,0.0011023853,0.3917779,0.015492952,0.03061849,0.0029460106,0.00006962715,0.003582419],"genre_scores_gemma":[0.037355702,0.57494646,0.034447502,0.30300483,0.004362177,0.00041109102,0.00096917356,0.00023412288,0.044268947],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99357677,0.0009427808,0.0028385746,0.00030923338,0.00083372026,0.0014989426],"domain_scores_gemma":[0.994609,0.00021328736,0.0016727804,0.0003906589,0.00008626787,0.0030279818],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0063770106,0.00032360945,0.00087210553,0.000075386764,0.0027667277,0.000016607171,0.00039658407,0.000096083444,0.0002538852],"category_scores_gemma":[0.00016152918,0.00021574544,0.0001794459,0.0004197809,0.000034703637,0.00033177622,0.0002929116,0.0007945937,0.000038434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004230689,0.00011875673,0.008815264,0.00967496,0.000011841358,9.0427214e-8,0.006089014,1.4929147e-7,0.000010390071,0.0003467824,0.88027084,0.094238825],"study_design_scores_gemma":[0.003609296,0.001164989,0.0074029434,0.040305246,0.000014578573,0.000031463318,0.0008324508,0.0000052118194,0.000029356961,0.00004453351,0.9463917,0.00016823571],"about_ca_topic_score_codex":0.0022807536,"about_ca_topic_score_gemma":0.00043410633,"teacher_disagreement_score":0.09407059,"about_ca_system_score_codex":0.0015671472,"about_ca_system_score_gemma":0.002405414,"threshold_uncertainty_score":0.9985315},"labels":[],"label_agreement":null},{"id":"W2068622402","doi":"10.1108/13619322200700028","title":"The Secondary Family: The Result of Strong Community Partnering","year":2007,"lang":"en","type":"article","venue":"Mental Health Review Journal","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Compassion; Individualism; Mental illness; Public relations; Psychology; Emotional support; Mental health; Social psychology; Political science; Psychiatry; Social support; Law","score_opus":0.07071510872553025,"score_gpt":0.4238204023166142,"score_spread":0.353105293591084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068622402","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2423966,0.7376064,0.001134122,0.005416132,0.0030327959,0.0008611721,0.00003780414,0.00002345624,0.009491499],"genre_scores_gemma":[0.44518232,0.5418252,0.00019116286,0.011934287,0.00034344124,0.000010058739,0.000013637748,0.0000301194,0.0004698026],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675894,0.0012785717,0.0010528736,0.00009633678,0.00030413747,0.000509168],"domain_scores_gemma":[0.99809647,0.00044806142,0.0006968573,0.0005235103,0.0000804855,0.0001546313],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.013944327,0.00014571656,0.0003306152,0.000033403066,0.0018394575,0.000029529061,0.00055684574,0.00004370171,0.000092995586],"category_scores_gemma":[0.000028682942,0.000080580874,0.00017022678,0.0001719553,0.0001697268,0.000051691775,0.000051431056,0.001564912,0.000018055704],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019523494,0.00017022506,0.0007658294,0.0005421939,0.00011126264,0.0000060172556,0.020541402,0.000001149848,0.000027011667,0.0014881121,0.05299975,0.9231518],"study_design_scores_gemma":[0.00083926605,0.0004036158,0.030661989,0.0019129257,0.000023885641,0.00038633076,0.043497838,0.000011778922,5.208689e-7,0.0002892905,0.92184275,0.00012981537],"about_ca_topic_score_codex":0.00026416266,"about_ca_topic_score_gemma":0.00043462508,"teacher_disagreement_score":0.923022,"about_ca_system_score_codex":0.00016488112,"about_ca_system_score_gemma":0.00013968295,"threshold_uncertainty_score":0.99946004},"labels":[],"label_agreement":null},{"id":"W2128719097","doi":"10.1108/13619321211289290","title":"The Mental Health Commission of Canada: the first five years","year":2012,"lang":"en","type":"article","venue":"Mental Health Review Journal","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mental Health Commission of Canada; Centre for Addiction and Mental Health","funders":"","keywords":"Mental health; Disappointment; Mental illness; Public relations; Psychological intervention; Commission; Political science; Stigma (botany); Originality; Health care; Psychology; Nursing; Medicine; Psychiatry; Social psychology; Law","score_opus":0.05799346231257123,"score_gpt":0.44602090008320755,"score_spread":0.3880274377706363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128719097","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025796687,0.73507816,0.0000052090386,0.23053953,0.0045446223,0.0024107345,0.000105072446,0.000013970355,0.0015060314],"genre_scores_gemma":[0.5337782,0.4509612,0.00003932566,0.0133099165,0.00075669674,0.00005074594,0.000017884378,0.000027274751,0.0010587722],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99547356,0.001664303,0.0011855764,0.000093694005,0.0006320867,0.0009508058],"domain_scores_gemma":[0.99771714,0.00027759335,0.0011372792,0.00023529948,0.00007844318,0.00055424793],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005969778,0.00014688284,0.0006362794,0.000019132003,0.007047386,0.000010199587,0.00035886432,0.000046473593,0.00029817445],"category_scores_gemma":[0.00006966805,0.00007593575,0.000110785506,0.00018023388,0.00008159808,0.000099386336,0.00012306774,0.00088285713,0.000023742876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004146407,0.000124031,0.02400473,0.003894688,0.00004987291,0.0000012165733,0.05813859,1.9150185e-7,5.1385865e-7,0.0013548003,0.7986726,0.11371731],"study_design_scores_gemma":[0.0002961759,0.000074000156,0.03280508,0.0051958817,0.0000058649366,0.0000062919007,0.036081932,0.0000025557113,6.2773e-7,0.000022981656,0.92544085,0.0000677581],"about_ca_topic_score_codex":0.12664059,"about_ca_topic_score_gemma":0.43124482,"teacher_disagreement_score":0.5079815,"about_ca_system_score_codex":0.0014535284,"about_ca_system_score_gemma":0.0026115838,"threshold_uncertainty_score":0.9942453},"labels":[],"label_agreement":null},{"id":"W2138459403","doi":"10.1108/mhrj-12-2013-0040","title":"Working through interpreters in old age psychiatry: a literature review","year":2015,"lang":"en","type":"review","venue":"Mental Health Review Journal","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CINAHL; PsycINFO; Interpreter; Mental health; Cochrane Library; MEDLINE; Medical library; Mainstream; Systematic review; Medicine; Psychology; Health care; Medical education; Family medicine; Psychiatry; Alternative medicine; Nursing; Psychological intervention; Computer science; Political science","score_opus":0.19670116106431448,"score_gpt":0.5628395853737294,"score_spread":0.3661384243094149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138459403","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.795115e-8,0.95862514,0.0000072080434,0.020877546,0.008427042,0.0073960433,0.00008108707,0.00008725767,0.004498565],"genre_scores_gemma":[2.5101986e-7,0.9115771,0.0017141087,0.082899556,0.00096224167,0.0011032355,0.0006488674,0.00015827533,0.0009363652],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9729601,0.016739946,0.0070821904,0.0007408263,0.0008837487,0.0015931987],"domain_scores_gemma":[0.99099517,0.0005808203,0.0056417864,0.0016518991,0.000338146,0.0007922046],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01355785,0.0010122922,0.0062448736,0.00036769407,0.0013835481,0.00008116648,0.0018704665,0.00068157923,0.00043823663],"category_scores_gemma":[0.00060995127,0.00074789004,0.0012034253,0.0017723155,0.000078903126,0.00032266803,0.0005563699,0.011968791,0.00051586924],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063530983,0.00003371285,0.00001762685,0.38754392,0.00002818099,0.000019132673,0.0013820862,6.368288e-9,2.7054373e-10,0.00012233679,0.1946286,0.41621804],"study_design_scores_gemma":[0.00016973418,0.000087706256,3.3909427e-7,0.49739987,0.00010443331,0.00049842475,0.00020150484,4.0459815e-7,1.1788473e-10,0.00009125905,0.5011886,0.00025776704],"about_ca_topic_score_codex":0.00009665858,"about_ca_topic_score_gemma":0.00019299741,"teacher_disagreement_score":0.41596028,"about_ca_system_score_codex":0.0046327054,"about_ca_system_score_gemma":0.0054895375,"threshold_uncertainty_score":0.9999165},"labels":[],"label_agreement":null},{"id":"W2144026701","doi":"10.1108/13619322200900025","title":"Jean Vanier and the Transformational Model of Rehabilitation","year":2009,"lang":"en","type":"article","venue":"Mental Health Review Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Transformational leadership; Rehabilitation; Reflexivity; Psychology; Agency (philosophy); Mental health; Psychotherapist; Sociology; Social psychology; Social science","score_opus":0.15435819427945505,"score_gpt":0.4594327362434202,"score_spread":0.3050745419639651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144026701","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0839334,0.33245176,0.0038070881,0.5559795,0.0017403866,0.014541115,0.00025196958,0.000047826743,0.0072469776],"genre_scores_gemma":[0.25980827,0.542177,0.009049553,0.1874578,0.00030161673,0.00016158757,0.00022594981,0.000023612252,0.00079461373],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996439,0.0010888596,0.0015563028,0.00010506762,0.00044744226,0.00036333437],"domain_scores_gemma":[0.9984321,0.00033793028,0.00071645825,0.00012715968,0.00010684196,0.00027950288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055207997,0.00011675648,0.00041285568,0.00005497931,0.0012359673,0.0000037106965,0.00010679156,0.00003922646,0.00017030111],"category_scores_gemma":[0.000050030445,0.000068749505,0.00009683626,0.000111016474,0.00007703806,0.00016784134,0.000014327598,0.00049591396,0.000018061539],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019628645,0.000758913,0.005375992,0.07310316,0.000050337872,6.273134e-7,0.06821448,0.000081292485,0.00003102458,0.062694274,0.10998885,0.6777382],"study_design_scores_gemma":[0.043289665,0.009977074,0.011736078,0.18051916,0.00021633027,0.00013188312,0.015311973,0.038298037,0.000020275025,0.075102225,0.62438893,0.0010083829],"about_ca_topic_score_codex":0.00002844132,"about_ca_topic_score_gemma":0.000019839164,"teacher_disagreement_score":0.6767298,"about_ca_system_score_codex":0.0002464471,"about_ca_system_score_gemma":0.00037878662,"threshold_uncertainty_score":0.95061857},"labels":[],"label_agreement":null},{"id":"W2786781735","doi":"10.1108/mhrj-10-2016-0020","title":"Maximising resilience resources for mental healthcare staff","year":2018,"lang":"en","type":"article","venue":"Mental Health Review Journal","topic":"Resilience and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Resilience (materials science); Originality; Mental health; Card sorting; Psychological resilience; Psychology; Value (mathematics); Health care; Knowledge management; Quality (philosophy); Business; Nursing; Medicine; Task (project management); Computer science; Social psychology; Management; Political science; Psychiatry; Creativity","score_opus":0.06275030364622487,"score_gpt":0.4760967254883422,"score_spread":0.41334642184211734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786781735","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14785966,0.7128838,0.00076789205,0.111466475,0.01113392,0.007104078,0.00031190368,0.00015178944,0.00832053],"genre_scores_gemma":[0.45658776,0.39031956,0.0088323215,0.12816009,0.0059300056,0.00044557187,0.00014856522,0.00023338343,0.00934275],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99548644,0.0006240797,0.0013460914,0.00056019216,0.0006165449,0.0013666486],"domain_scores_gemma":[0.99758977,0.00006928891,0.0008013198,0.0004337857,0.0001416925,0.0009641258],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028412065,0.00031031517,0.0006592346,0.00014973058,0.0020952204,0.00006622185,0.0005017849,0.00008823202,0.0010944535],"category_scores_gemma":[0.000036960617,0.00025714296,0.00022771007,0.00036121492,0.0002622769,0.00025735298,0.00007222058,0.00047191512,0.00037103173],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038276828,0.0003235235,0.0010995719,0.0026015753,0.000026896718,0.000011254024,0.0067846635,5.1613195e-8,0.000040923194,0.000551021,0.28252363,0.70565414],"study_design_scores_gemma":[0.0014231306,0.0051546143,0.0022698701,0.00798538,0.000017153086,0.0023194766,0.005121818,0.000011544801,0.000045693396,0.00026946364,0.97507745,0.000304426],"about_ca_topic_score_codex":0.00023289364,"about_ca_topic_score_gemma":0.00023425462,"teacher_disagreement_score":0.7053497,"about_ca_system_score_codex":0.000844274,"about_ca_system_score_gemma":0.00040109412,"threshold_uncertainty_score":0.9999881},"labels":[],"label_agreement":null},{"id":"W2947518429","doi":"10.1108/mhrj-06-2018-0016","title":"Human givens rewind trauma treatment: description and conceptualisation","year":2019,"lang":"en","type":"article","venue":"Mental Health Review Journal","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Shame; Session (web analytics); Randomized controlled trial; Medicine; Psychotherapist; Psychology; Physical therapy; Computer science; Surgery; Social psychology","score_opus":0.17601713969828575,"score_gpt":0.469071597154519,"score_spread":0.29305445745623326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947518429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71071094,0.27346575,0.000017870068,0.0048450506,0.0006183594,0.0018190052,0.000034588793,0.000023030798,0.008465385],"genre_scores_gemma":[0.91885275,0.074803844,0.00017886618,0.0022835687,0.00016756769,0.00007064648,0.00008415062,0.000038019047,0.0035205642],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99773926,0.0007143412,0.0005979418,0.00023536378,0.0002929786,0.0004200984],"domain_scores_gemma":[0.99913776,0.00003203104,0.00030964823,0.00021813007,0.00003581652,0.0002666372],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008497592,0.00015893378,0.0004080733,0.000092163944,0.00033808968,0.000052284864,0.00011249108,0.000048653324,0.0055173086],"category_scores_gemma":[0.000010003636,0.00012769828,0.0000861334,0.000112450645,0.00006821316,0.00016964161,0.000017914164,0.00024236334,0.00044504073],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007307365,0.0008048365,0.020623986,0.0021815435,0.00017101267,0.000018740948,0.01426261,2.443219e-7,0.0001641053,0.0028450831,0.031497627,0.92735714],"study_design_scores_gemma":[0.017222982,0.013927441,0.35272565,0.01830445,0.00014690017,0.0049620494,0.013449698,0.00003845082,0.0000685937,0.0012729475,0.5769417,0.0009391248],"about_ca_topic_score_codex":0.00021468704,"about_ca_topic_score_gemma":0.000037467566,"teacher_disagreement_score":0.926418,"about_ca_system_score_codex":0.00042708186,"about_ca_system_score_gemma":0.00005797647,"threshold_uncertainty_score":0.9953918},"labels":[],"label_agreement":null},{"id":"W3003714012","doi":"10.1108/mhrj-10-2018-0033","title":"The effectiveness of Human Givens Rewind treatment for trauma","year":2019,"lang":"en","type":"article","venue":"Mental Health Review Journal","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Session (web analytics); Quartile; Medicine; Physical therapy; Observational study; Waiting list; Computer science; Surgery; Internal medicine","score_opus":0.13325176579795417,"score_gpt":0.5126479526751517,"score_spread":0.37939618687719756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003714012","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47157025,0.50254494,0.000052497806,0.0044701705,0.00148006,0.009419277,0.0001231547,0.000016163945,0.010323463],"genre_scores_gemma":[0.9224346,0.07367602,0.00014708827,0.0005589457,0.00016132016,0.0006727722,0.000054988832,0.00006898501,0.0022252428],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99669677,0.001640755,0.00067672634,0.00018791965,0.00029234783,0.0005054928],"domain_scores_gemma":[0.99829596,0.00072937174,0.00037958566,0.0003599236,0.00006873314,0.00016640236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040382994,0.00015020314,0.000550816,0.000051545157,0.00045890044,0.00002084198,0.0002852409,0.00003564222,0.000616449],"category_scores_gemma":[0.000034190143,0.00008914753,0.00025644695,0.00011271609,0.00006943755,0.00004120196,0.000021623444,0.00018764511,0.00010023259],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010668217,0.0013611265,0.0102255065,0.013027496,0.00056158367,0.000005925294,0.0019446387,5.0743654e-7,0.00024512646,0.007500472,0.010425559,0.9536352],"study_design_scores_gemma":[0.027324758,0.033113267,0.29891548,0.047135063,0.00020349195,0.0013381917,0.003552937,0.000016446502,0.0013110017,0.00472715,0.5816158,0.0007464176],"about_ca_topic_score_codex":0.00010277844,"about_ca_topic_score_gemma":0.000027240329,"teacher_disagreement_score":0.95288885,"about_ca_system_score_codex":0.00039458208,"about_ca_system_score_gemma":0.00011219784,"threshold_uncertainty_score":0.6749684},"labels":[],"label_agreement":null},{"id":"W3108078355","doi":"10.1108/mhrj-07-2020-0044","title":"Mental health consequences of COVID-19 pandemic on adult population: a systematic review","year":2020,"lang":"en","type":"review","venue":"Mental Health Review Journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Psychological intervention; Pandemic; Public health; Population; Distress; Mental distress; Medicine; Psychology; Cochrane Library; Psychiatry; Gerontology; Coronavirus disease 2019 (COVID-19); Meta-analysis; Environmental health; Clinical psychology; Nursing; Disease","score_opus":0.25133847055823366,"score_gpt":0.5523497418367088,"score_spread":0.30101127127847516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108078355","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.766005e-7,0.9430931,0.000015883645,0.034724966,0.0024555977,0.018246885,0.0012123976,0.00009177122,0.0001589935],"genre_scores_gemma":[0.0000026754656,0.8452961,0.0000859579,0.1523446,0.00030584357,0.00063255517,0.0009789139,0.00010608646,0.00024729542],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9778247,0.009359865,0.008856274,0.0011170064,0.0015430792,0.0012990744],"domain_scores_gemma":[0.9840905,0.0006111741,0.01123657,0.0010177743,0.00011566012,0.0029282942],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008278279,0.0012343101,0.012163264,0.00040970792,0.0009881168,0.000041358355,0.0011071654,0.0002840159,0.0016971112],"category_scores_gemma":[0.00064365193,0.0008939666,0.0019644944,0.0011908995,0.00020283274,0.00013267665,0.00014815548,0.0020482033,0.0006618465],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000025312402,0.00018468991,0.000018611508,0.7028017,0.00020782527,0.0000334616,0.00045717045,1.0694736e-8,5.8650924e-9,0.00035346294,0.0551989,0.24071884],"study_design_scores_gemma":[0.0004064383,0.0008778121,0.0000012542746,0.5002587,0.00046071757,0.0052244877,0.00013297913,1.433091e-7,3.118451e-9,0.0000136469325,0.49234033,0.00028348228],"about_ca_topic_score_codex":0.001558076,"about_ca_topic_score_gemma":0.00020399931,"teacher_disagreement_score":0.43714145,"about_ca_system_score_codex":0.011264351,"about_ca_system_score_gemma":0.011329816,"threshold_uncertainty_score":0.9993511},"labels":[],"label_agreement":null},{"id":"W3171523610","doi":"10.1108/mhrj-09-2020-0062","title":"The psychological impact of COVID-19 on socially isolated individuals – a systematic review","year":2021,"lang":"en","type":"review","venue":"Mental Health Review Journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Originality; Mental health; Psychology; Social isolation; Grey literature; Isolation (microbiology); Data extraction; Subject (documents); Distress; Coronavirus disease 2019 (COVID-19); Variety (cybernetics); MEDLINE; Scientific literature; Systematic review; Pandemic; Medicine; Clinical psychology; Psychiatry; Social psychology; Computer science; Disease; Political science","score_opus":0.24641492933769388,"score_gpt":0.6034353340145963,"score_spread":0.3570204046769024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171523610","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.288268e-7,0.97752166,0.0000124392645,0.006824881,0.0018332744,0.012878266,0.00052920694,0.000044003777,0.0003555623],"genre_scores_gemma":[0.0000010545227,0.9624878,0.00002454367,0.03550453,0.00027997006,0.0007561251,0.00032283645,0.00010135552,0.00052178727],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.974294,0.015077511,0.0070301294,0.00088377646,0.0012890807,0.00142551],"domain_scores_gemma":[0.98550326,0.0025067343,0.008549134,0.0014825504,0.00016897898,0.0017893695],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.016610315,0.001115619,0.010393115,0.00025663406,0.0013614704,0.000089070476,0.0015483677,0.0004502059,0.00349337],"category_scores_gemma":[0.0017605379,0.0005816461,0.004480781,0.0013990331,0.00020287195,0.00007003735,0.00019677191,0.0026867033,0.0005168744],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000013867535,0.000368757,0.0000022382312,0.61446613,0.0005645811,0.000051048366,0.00015139795,9.09309e-9,2.019835e-9,0.00021224405,0.12546557,0.25870413],"study_design_scores_gemma":[0.0003026379,0.0011966799,0.0000029304117,0.5116627,0.0010406693,0.0033758578,0.00005286013,4.5626688e-8,6.2292344e-10,0.0000189509,0.48211682,0.00022980047],"about_ca_topic_score_codex":0.00012352626,"about_ca_topic_score_gemma":0.000020866602,"teacher_disagreement_score":0.35665125,"about_ca_system_score_codex":0.0067680054,"about_ca_system_score_gemma":0.011919925,"threshold_uncertainty_score":0.9999386},"labels":[],"label_agreement":null},{"id":"W4313889108","doi":"10.1108/mhrj-06-2022-0036","title":"Mental health care using video during COVID-19: service user and clinician experiences, including future preferences","year":2023,"lang":"en","type":"article","venue":"Mental Health Review Journal","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mental health; Quarter (Canadian coin); Computer-assisted web interviewing; Medicine; Originality; Test (biology); Psychology; Focus group; Coronavirus disease 2019 (COVID-19); Health care; Nursing; Service (business); Medical education; Family medicine; Psychiatry; Disease; Social psychology","score_opus":0.14434391123273244,"score_gpt":0.4955514060377977,"score_spread":0.35120749480506525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313889108","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6733585,0.18100207,0.00001936418,0.1424172,0.001166831,0.001870324,0.000055030298,0.00009134355,0.00001935582],"genre_scores_gemma":[0.20391753,0.5878137,0.0024651613,0.20280917,0.002216096,0.0000993664,0.00056687114,0.0000652074,0.000046902565],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591535,0.0004544662,0.0015910902,0.00041980966,0.0007646966,0.0008545593],"domain_scores_gemma":[0.9969739,0.000048854676,0.00093477574,0.00020172706,0.00010006787,0.0017407079],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021374929,0.0002898151,0.0008643276,0.00027874325,0.0023500107,0.000045463967,0.00014205948,0.00006411535,0.00033922418],"category_scores_gemma":[0.0000793602,0.0002324724,0.00009564051,0.0008466707,0.000053616423,0.0002984729,0.00013535559,0.00056705566,0.000014140483],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057035644,0.00020491787,0.13296895,0.10541025,0.00016860507,0.00014275908,0.25878876,0.0000022714828,0.000120503755,0.000031022024,0.14438182,0.35720977],"study_design_scores_gemma":[0.0067337025,0.0018409025,0.04019207,0.01808272,0.00008399827,0.0047141593,0.29956108,0.00008078337,0.00002914042,0.000016331078,0.62824667,0.00041845706],"about_ca_topic_score_codex":0.00066603255,"about_ca_topic_score_gemma":0.00061064586,"teacher_disagreement_score":0.48386484,"about_ca_system_score_codex":0.0014783274,"about_ca_system_score_gemma":0.0020257959,"threshold_uncertainty_score":0.9989488},"labels":[],"label_agreement":null},{"id":"W4388955008","doi":"10.1108/mhrj-01-2023-0005","title":"Illicit drug use among medical students and its association with gender, psychological distress sleep quality and exposure to psychiatry: a nationwide study","year":2023,"lang":"en","type":"article","venue":"Mental Health Review Journal","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychiatry; Substance abuse; Clinical psychology; Distress; Specialty; Medicine; Psychological distress; Cross-sectional study; Association (psychology); Psychology; Mental health","score_opus":0.1511300446976035,"score_gpt":0.5414038439079609,"score_spread":0.39027379921035743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388955008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89265877,0.02785525,0.000013665309,0.07457963,0.0012389461,0.003441851,0.00011578613,0.00007260229,0.000023506753],"genre_scores_gemma":[0.8523915,0.118020765,0.00016165513,0.027895216,0.00047686868,0.00038765618,0.00007197209,0.000038664013,0.000555706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9885893,0.0053559802,0.001883677,0.00055452005,0.0026930973,0.00092344475],"domain_scores_gemma":[0.99599594,0.0006666563,0.001123484,0.00023074176,0.0003287312,0.0016544499],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014417985,0.00030187276,0.000892223,0.00016225954,0.0024453916,0.00007726117,0.00034621032,0.00021100552,0.00026016016],"category_scores_gemma":[0.0010943514,0.00019938052,0.00006569242,0.0005895688,0.000032196454,0.00028988812,0.00034941058,0.0018596703,0.00005705144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010403251,0.00047708352,0.96079946,0.002745442,0.000062036874,0.000017394344,0.0030568487,1.9944596e-7,4.2992792e-7,0.00005087581,0.015013075,0.017673152],"study_design_scores_gemma":[0.0021966926,0.00057520764,0.97472554,0.015161823,0.000028899613,0.000024403851,0.0045402325,0.000013874581,6.365403e-8,0.0000488054,0.0024842496,0.00020022395],"about_ca_topic_score_codex":0.00032497843,"about_ca_topic_score_gemma":0.0019889236,"teacher_disagreement_score":0.09016552,"about_ca_system_score_codex":0.0004544069,"about_ca_system_score_gemma":0.00033468186,"threshold_uncertainty_score":0.99885327},"labels":[],"label_agreement":null},{"id":"W7082628420","doi":"10.1108/mhrj-02-2025-0014","title":"Can a Recovery College be implemented online? Multi-perspective case study documenting the process of adapting courses online","year":2025,"lang":"en","type":"article","venue":"Mental Health Review Journal","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"Canadian Institutes of Health Research","keywords":"Adaptation (eye); Process (computing); Descriptive statistics; Qualitative research; Descriptive research; Content analysis; Focus group","score_opus":0.051823502503358654,"score_gpt":0.4187013488721906,"score_spread":0.366877846368832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7082628420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42924553,0.14432222,0.0056694644,0.4104204,0.0016686445,0.0071447473,0.00052487093,0.00013348075,0.0008706542],"genre_scores_gemma":[0.97469777,0.009577571,0.007386141,0.007620407,0.000111887646,0.000043008193,0.000016293368,0.0000063665525,0.0005405584],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9974472,0.00048691884,0.0010040805,0.0003136567,0.00032905393,0.0004191181],"domain_scores_gemma":[0.9981477,0.0001292324,0.00087427284,0.00031511107,0.0004117561,0.000121881276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024304632,0.00018736247,0.00047092215,0.000076283075,0.00093492534,0.000050655595,0.00063677714,0.000023619925,0.000025215682],"category_scores_gemma":[0.0002722712,0.00013064573,0.00011896793,0.0007066246,0.000043937373,0.00017318103,0.0002826763,0.00046692212,2.6143056e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032748003,0.030748641,0.059356246,0.045224212,0.0034650676,0.008244638,0.12127712,0.00090217975,0.00034797544,0.0071267807,0.06521181,0.65776783],"study_design_scores_gemma":[0.008837952,0.002873676,0.0030111014,0.03700342,0.00035866097,0.030989982,0.8485601,0.02038174,0.00031101436,0.0019830766,0.044579513,0.0011097828],"about_ca_topic_score_codex":0.0007723497,"about_ca_topic_score_gemma":0.0017452675,"teacher_disagreement_score":0.72728294,"about_ca_system_score_codex":0.00031775024,"about_ca_system_score_gemma":0.0007940833,"threshold_uncertainty_score":0.7190784},"labels":[],"label_agreement":null}]}