{"meta":{"query_hash":"bfa249199343","filters":{"venue":"Psychiatric Bulletin"},"cohort_total":54,"direct_labels_cover":0,"predictions_cover":54,"exported":54,"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/bfa249199343","api":"https://metacan.xera.ac/api/v1/cohort?venue=Psychiatric+Bulletin"},"results":[{"id":"W1964011964","doi":"10.1192/pb.26.6.208","title":"Commentary: audit of case-load and case mix of higher specialist trainees in child and adolescent psychiatry","year":2002,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Corporation d’Aménagement et de Protection de la Sainte-Anne","funders":"","keywords":"Audit; Child and adolescent psychiatry; Psychiatry; Psychology; Medicine; Medical education; Management","score_opus":0.024514802092613978,"score_gpt":0.3162862590350989,"score_spread":0.2917714569424849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964011964","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":[0.79187167,0.022296654,0.000007003866,0.17605197,0.0018802877,0.0013348518,0.00021967944,0.000043508408,0.006294367],"genre_scores_gemma":[0.98367506,0.00227195,0.001036257,0.011502782,0.0011671248,0.0000067320725,0.0000072588077,0.00003553225,0.00029731516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974738,0.00036951038,0.0010484977,0.00040289163,0.00022877213,0.0004765605],"domain_scores_gemma":[0.9987901,0.00014588614,0.00045255828,0.0003253082,0.00005646637,0.00022972378],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005132497,0.00025904237,0.00055024604,0.00022648543,0.00036107522,0.0000055255036,0.00010255405,0.00019307081,0.0015827123],"category_scores_gemma":[0.00002916866,0.00023843236,0.00007700926,0.00034027605,0.00014328455,0.00002878597,0.00008899656,0.0007323212,0.000021178505],"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":[0.000162581,0.0012917687,0.21281049,0.002960063,0.000030878848,0.0003357979,0.0030999556,9.2436863e-7,0.000003971083,0.0010618381,0.7753666,0.0028751553],"study_design_scores_gemma":[0.0180698,0.00065958913,0.30766302,0.003715018,0.00026460527,0.004697435,0.012635441,0.00008737704,0.000004563734,0.0005517235,0.6506618,0.0009895881],"about_ca_topic_score_codex":0.0016426278,"about_ca_topic_score_gemma":0.0015565419,"teacher_disagreement_score":0.19180337,"about_ca_system_score_codex":0.000079089776,"about_ca_system_score_gemma":0.000058035293,"threshold_uncertainty_score":0.99933},"labels":[],"label_agreement":null},{"id":"W1966266068","doi":"10.1192/pb.bp.106.011569","title":"Telephone peer supervision and surviving as an isolated consultant","year":2007,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Medicine; Medical education; Psychology; Family medicine","score_opus":0.02229659082535835,"score_gpt":0.38615985885124027,"score_spread":0.3638632680258819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966266068","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":[0.9288754,0.00179208,0.0006865443,0.029379863,0.0026083612,0.0004721385,0.000008869797,0.00018021029,0.03599654],"genre_scores_gemma":[0.983168,0.00038714783,0.0044911886,0.0026636035,0.0007788555,0.000008580241,0.000023983426,0.000048515438,0.008430126],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977129,0.00043931644,0.00052358396,0.00038881807,0.00033851122,0.0005968334],"domain_scores_gemma":[0.9977446,0.0011755497,0.00022352974,0.00030724684,0.0002714954,0.00027758197],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036020337,0.00018056892,0.00023525115,0.00015704712,0.00098213,0.00003217319,0.00014649614,0.00026570362,0.0045440104],"category_scores_gemma":[0.00047233904,0.0001550117,0.000030131661,0.00037556258,0.000043545264,0.00008970223,0.00006180072,0.00074442313,0.0011593064],"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":[0.003936475,0.0010898102,0.43401998,0.000508862,0.00010697694,0.00007527543,0.020381382,0.000003234665,0.002067103,0.0040565385,0.4253752,0.10837916],"study_design_scores_gemma":[0.0014555153,0.00036120313,0.068542294,0.00008542105,0.000050134102,0.00002950308,0.0068473946,0.00010216239,0.000010181112,0.0005907768,0.92165077,0.000274666],"about_ca_topic_score_codex":0.0021178152,"about_ca_topic_score_gemma":0.00034317715,"teacher_disagreement_score":0.49627554,"about_ca_system_score_codex":0.000035449582,"about_ca_system_score_gemma":0.00008888546,"threshold_uncertainty_score":0.9996184},"labels":[],"label_agreement":null},{"id":"W1973383211","doi":"10.1192/pb.30.9.329","title":"Psychiatry at night: experience of the senior house officer","year":2006,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":5,"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":"Seclusion; Senior house officer; Directive; Medicine; Service (business); Officer; Work (physics); Nursing; Quarter (Canadian coin); Medical emergency; Psychology; Psychiatry; Family medicine; Business; Political science; History; Engineering","score_opus":0.007647597219532812,"score_gpt":0.27230966149969016,"score_spread":0.26466206428015737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973383211","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":[0.9129148,0.0076539163,0.000020527898,0.007749077,0.014415318,0.00068873947,0.000040365525,0.00020442143,0.05631283],"genre_scores_gemma":[0.97958106,0.00005160677,0.0010470619,0.0031399985,0.0014049985,0.0001272649,0.000008021266,0.00008695748,0.014553051],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969569,0.00019849023,0.0009254602,0.00067948125,0.0005302316,0.000709432],"domain_scores_gemma":[0.9978999,0.000100801975,0.00058604067,0.0011899524,0.00007674895,0.00014658697],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025762554,0.00035345324,0.0003797972,0.00017340723,0.00038891542,0.00001848057,0.00080955954,0.0002498733,0.0049995803],"category_scores_gemma":[0.000003346773,0.00025996435,0.00037411373,0.0009790414,0.00016396759,0.000033839966,0.00017848067,0.00030789123,0.0015932646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005173312,0.0014283542,0.28372446,0.00022089943,0.000056031742,0.0000043693863,0.0042662774,0.000010182172,0.00009457811,0.012466878,0.6961326,0.0010780037],"study_design_scores_gemma":[0.0027270676,0.00022705465,0.3555594,0.00005321463,0.00013373034,0.00013144685,0.0043730596,0.0000033600315,0.00014818386,0.0011223179,0.634934,0.0005871751],"about_ca_topic_score_codex":0.0069744247,"about_ca_topic_score_gemma":0.0022192374,"teacher_disagreement_score":0.07183493,"about_ca_system_score_codex":0.00009270745,"about_ca_system_score_gemma":0.00009957287,"threshold_uncertainty_score":0.9999853},"labels":[],"label_agreement":null},{"id":"W1976985130","doi":"10.1192/pb.26.4.134","title":"Mental health presentations to an inner-city accident and emergency department","year":2002,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Accident and emergency; Mental health; Emergency department; Presentation (obstetrics); Medicine; Inner city; Primary care; Medical emergency; Family medicine; Psychiatry; Geography","score_opus":0.025492025802221055,"score_gpt":0.32345606699374596,"score_spread":0.2979640411915249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976985130","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":[0.7254574,0.022059636,0.00018527635,0.23663019,0.0018771441,0.0014656407,0.000060138904,0.00013566289,0.012128958],"genre_scores_gemma":[0.9643765,0.01980726,0.00535859,0.0047125053,0.0007155688,0.00014706173,0.00007580222,0.000031933927,0.0047747763],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987402,0.00004956113,0.00034905307,0.00033533978,0.00023346193,0.00029240092],"domain_scores_gemma":[0.999314,0.000008942012,0.00006967749,0.00022197772,0.000056674646,0.00032869846],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012069666,0.00015625515,0.00021871374,0.00011297702,0.00031829948,0.000008664854,0.00006844063,0.000032981177,0.0037044967],"category_scores_gemma":[0.000029634053,0.00013859721,0.000065122025,0.0002897399,0.000019905518,0.000030307769,0.00006126407,0.00010745073,0.00017486108],"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":[0.000028801247,0.0003753475,0.14679067,0.000030028572,0.000049150054,0.0000021052722,0.0013250011,8.180117e-7,0.000009959093,0.00012535417,0.8461845,0.005078291],"study_design_scores_gemma":[0.00094007,0.0009486934,0.24549836,0.000015558117,0.00006652292,0.00003090913,0.0010050242,0.000022349854,0.00001649968,0.00007241812,0.75117147,0.0002121132],"about_ca_topic_score_codex":0.00019307208,"about_ca_topic_score_gemma":0.00015423656,"teacher_disagreement_score":0.23891914,"about_ca_system_score_codex":0.000036309793,"about_ca_system_score_gemma":0.000013128284,"threshold_uncertainty_score":0.9972063},"labels":[],"label_agreement":null},{"id":"W1995502871","doi":"10.1192/pb.27.12.457","title":"A standard liaison psychiatry service structure?","year":2003,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":20,"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":"Multidisciplinary approach; Liaison psychiatry; Service (business); Quarter (Canadian coin); Medicine; Psychiatry; General hospital; Clinical psychiatry; Mental health; Nursing; Psychology; Family medicine; Business; Political science","score_opus":0.010748350012815603,"score_gpt":0.29353706048787936,"score_spread":0.28278871047506376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995502871","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":[0.522239,0.03184087,0.00059847604,0.025794638,0.049853213,0.001892912,0.00036830246,0.0008132415,0.3665993],"genre_scores_gemma":[0.9383734,0.00021611173,0.02228958,0.032113995,0.0021860467,0.00017756232,0.00007797464,0.00020539752,0.004359929],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959576,0.00036462356,0.0008816284,0.0010470228,0.0005822522,0.0011668309],"domain_scores_gemma":[0.99774605,0.0001083067,0.0003876728,0.0010941732,0.00016495163,0.000498843],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005023365,0.00055312837,0.0005475011,0.00036274575,0.00040818102,0.000073661904,0.0005791847,0.0004092313,0.027139723],"category_scores_gemma":[0.000010020386,0.0005328454,0.00024246899,0.0015748354,0.00004604421,0.00006230756,0.000051554212,0.0006483474,0.0040562893],"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":[0.0012652323,0.0010095697,0.048612263,0.00061589415,0.000275912,0.00002260192,0.0043826285,0.0000084989315,0.00002652388,0.12520516,0.80979705,0.008778669],"study_design_scores_gemma":[0.0036863687,0.00049358315,0.007974673,0.00003679989,0.00014279084,0.00022134284,0.004853974,0.0000016831399,0.000018940009,0.008128554,0.97371274,0.00072855403],"about_ca_topic_score_codex":0.0013649354,"about_ca_topic_score_gemma":0.001416728,"teacher_disagreement_score":0.41613436,"about_ca_system_score_codex":0.000117071366,"about_ca_system_score_gemma":0.00029664193,"threshold_uncertainty_score":0.9997123},"labels":[],"label_agreement":null},{"id":"W1997514482","doi":"10.1192/pb.bp.107.014571","title":"Nepalese psychiatrists' struggle for evolution","year":2007,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"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":"Quarter (Canadian coin); Mental health; Politics; Medicine; Psychiatry; State (computer science); Mental healthcare; Capital (architecture); Capital city; Economic growth; Political science; Nursing; Geography; Law","score_opus":0.01756657513214952,"score_gpt":0.3463881503968645,"score_spread":0.32882157526471495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997514482","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":[0.7493509,0.0152929425,0.05371948,0.010284765,0.019520808,0.004330293,0.00013410219,0.00057258405,0.14679414],"genre_scores_gemma":[0.9788585,0.000019471081,0.010132383,0.00076055346,0.00184867,0.00022095343,0.000073085226,0.000052353247,0.008034078],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977774,0.000059318056,0.0005837296,0.0005488298,0.00021885525,0.00081185316],"domain_scores_gemma":[0.99883837,0.00020117027,0.0002416332,0.00043063005,0.000061389444,0.00022682369],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007977573,0.00025534118,0.00024425128,0.00027238516,0.00039603046,0.000027323102,0.00027666937,0.00020858739,0.00338814],"category_scores_gemma":[0.0000170642,0.00024082021,0.0001940917,0.0004293273,0.00004413423,0.000036113703,0.000024867584,0.00018245944,0.0020571332],"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":[0.0025670007,0.0019822537,0.08950777,0.00021071044,0.0001318964,0.00001375663,0.0005475297,0.0000016774441,0.000021397995,0.090031065,0.70135427,0.11363065],"study_design_scores_gemma":[0.008491683,0.0011733146,0.2300169,0.00002333714,0.00017676414,0.000050940962,0.0014324363,0.000014647721,0.000029217468,0.012432861,0.74543995,0.00071797095],"about_ca_topic_score_codex":0.00041831142,"about_ca_topic_score_gemma":0.00010387357,"teacher_disagreement_score":0.22950758,"about_ca_system_score_codex":0.00013532379,"about_ca_system_score_gemma":0.000024450585,"threshold_uncertainty_score":0.9987199},"labels":[],"label_agreement":null},{"id":"W2001709178","doi":"10.1192/pb.bp.105.007377","title":"Increasing initial attendance at mental health out-patient clinics: opt-in systems and other interventions","year":2007,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":28,"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":"Attendance; Notice; Psychological intervention; Quarter (Canadian coin); Mental health; Attrition; Medicine; Psychiatry; Family medicine","score_opus":0.07733041288387967,"score_gpt":0.45723516666884984,"score_spread":0.3799047537849702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001709178","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":[0.9175746,0.008883833,0.015458125,0.034776933,0.008483043,0.0039607463,0.00021254526,0.00018920012,0.010460964],"genre_scores_gemma":[0.9590161,0.00042549823,0.03298857,0.005565535,0.00069907954,0.00012094477,0.00006980983,0.00005932241,0.0010551385],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963707,0.0009822416,0.0014891933,0.00037361175,0.00020926964,0.00057502254],"domain_scores_gemma":[0.9986155,0.0003756996,0.0004469186,0.0002277949,0.00009441205,0.00023969906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035212268,0.00016599846,0.00031798455,0.00026201014,0.0011377295,0.000023283495,0.00008786831,0.00018515911,0.0005962478],"category_scores_gemma":[0.00018492264,0.00016104049,0.00007149996,0.00024769086,0.00003928407,0.000040925206,0.00008799711,0.0005048615,0.0002668363],"study_design_candidate":"observational","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":[0.00077785406,0.0007758598,0.9066578,0.0018831493,0.000048502763,0.0000086724485,0.019695843,0.00049104233,0.000007586845,0.0046187155,0.03867432,0.026360635],"study_design_scores_gemma":[0.007103666,0.0012329636,0.08148361,0.0031267987,0.00003925709,0.000075184245,0.02249697,0.0049524102,0.0000017823648,0.00010878805,0.8783905,0.0009880986],"about_ca_topic_score_codex":0.0038481173,"about_ca_topic_score_gemma":0.0041835136,"teacher_disagreement_score":0.83971614,"about_ca_system_score_codex":0.000430899,"about_ca_system_score_gemma":0.00020745883,"threshold_uncertainty_score":0.87506104},"labels":[],"label_agreement":null},{"id":"W2006193445","doi":"10.1192/pb.28.2.43","title":"Children of adults with severe mental illness: mental health, help seeking and service use","year":2004,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":35,"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":"Australian Rotary Health","keywords":"Strengths and Difficulties Questionnaire; Mental health; Referral; Intervention (counseling); Medicine; Psychiatry; Mental illness; Quarter (Canadian coin); Mental health service; Service (business); Scale (ratio); Questionnaire; Help-seeking; Clinical psychology; Psychology; Family medicine","score_opus":0.007096846449056878,"score_gpt":0.23925116677656977,"score_spread":0.2321543203275129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006193445","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":[0.9679044,0.0028268227,0.000017164553,0.027559236,0.0003285002,0.0010329314,0.00009581592,0.000053936605,0.00018120538],"genre_scores_gemma":[0.98968077,0.0012032643,0.0040230085,0.00464653,0.00016398083,0.000020171077,0.000083023886,0.000033598135,0.00014563857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986177,0.000040510444,0.00037532902,0.00032395436,0.0003003665,0.000342132],"domain_scores_gemma":[0.9992656,0.000017076483,0.00021384584,0.0002140397,0.000038198734,0.0002512354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012461441,0.00020697516,0.00032574256,0.00009804361,0.00019883827,0.0000142234985,0.00007648047,0.00006622204,0.00009791917],"category_scores_gemma":[0.00000397766,0.00016854766,0.000041261912,0.0001975145,0.000041228777,0.000052220388,0.000049296625,0.00019281716,0.00003358386],"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":[0.011354582,0.0018593493,0.94449407,0.016749235,0.00027608348,0.000034532226,0.015245033,0.0000202583,0.00006164461,0.0003918733,0.0028832615,0.0066300556],"study_design_scores_gemma":[0.02719087,0.0038709422,0.93307287,0.018258715,0.00014069778,0.0048672827,0.0016226365,0.000019159055,0.00079665927,0.00008601129,0.009296799,0.0007773729],"about_ca_topic_score_codex":0.0027419904,"about_ca_topic_score_gemma":0.00012333965,"teacher_disagreement_score":0.022912705,"about_ca_system_score_codex":0.00008038236,"about_ca_system_score_gemma":0.0000950209,"threshold_uncertainty_score":0.68731743},"labels":[],"label_agreement":null},{"id":"W2014167336","doi":"10.1192/pb.30.11.406","title":"Clinic assessment for methylphenidate maintenance therapy in secondary care: are parental questionnaires useful?","year":2006,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","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":"Sunny Hill Health Centre for Children; SKiN Health","funders":"","keywords":"Methylphenidate; Hyperkinesis; Medicine; Strengths and Difficulties Questionnaire; Clinical psychology; Test (biology); Psychiatry; Psychology; Pediatrics; Attention deficit hyperactivity disorder; Mental health","score_opus":0.021097238164201167,"score_gpt":0.33042222790496695,"score_spread":0.3093249897407658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014167336","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":[0.9615997,0.0068094456,0.002501708,0.020047452,0.0010870006,0.001806189,0.00007936454,0.00015943275,0.0059097027],"genre_scores_gemma":[0.98596203,0.00033553992,0.010173488,0.0011071806,0.0003670994,0.0003203449,0.00015824249,0.000058877653,0.0015171872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980832,0.00012018445,0.00057698536,0.0005335517,0.00028461666,0.00040146778],"domain_scores_gemma":[0.9989497,0.00017163117,0.00028051645,0.00035758343,0.00016550612,0.00007507436],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034892492,0.0002585518,0.00044758603,0.00022139793,0.00011072166,0.000033010318,0.000121437246,0.00014751893,0.0010942684],"category_scores_gemma":[0.00007356888,0.00023404855,0.00025759815,0.00030924115,0.000056800454,0.00005297296,0.000026601985,0.00040147113,0.00015904516],"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":[0.00061685767,0.0013833408,0.90921676,0.00022132094,0.00005985605,0.000020733769,0.0000862506,0.00002687817,0.000120166376,0.000260602,0.06943764,0.018549614],"study_design_scores_gemma":[0.006946197,0.00035176624,0.8650862,0.00008658443,0.000055809574,0.000024222374,0.001434396,0.00003868517,0.000015422627,0.00039243168,0.12530681,0.0002615034],"about_ca_topic_score_codex":0.00037408504,"about_ca_topic_score_gemma":0.00029624053,"teacher_disagreement_score":0.05586917,"about_ca_system_score_codex":0.00016949148,"about_ca_system_score_gemma":0.00018204212,"threshold_uncertainty_score":0.99981886},"labels":[],"label_agreement":null},{"id":"W2018700198","doi":"10.1192/pb.26.5.200-c","title":"Remembering Felix Post: Recollections assembled by Tom Arie","year":2002,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Political and Economic history of UK and US","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Content (measure theory); Action (physics); Computer science; Psychology; Mathematics; Physics","score_opus":0.017723065027443568,"score_gpt":0.23752297071738115,"score_spread":0.2197999056899376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018700198","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05161757,0.0013774274,0.000059704114,0.046818033,0.0019677638,0.00014139597,0.000010521418,0.00016044262,0.8978471],"genre_scores_gemma":[0.7016903,0.00072404876,0.0010873027,0.0030544302,0.0016225781,0.00003776195,0.0000047589097,0.00002539911,0.29175338],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885297,0.000079068355,0.00022808622,0.0002471001,0.00013371008,0.0004590635],"domain_scores_gemma":[0.99942154,0.00009100122,0.00005920837,0.00013707645,0.000035649136,0.00025550308],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028104178,0.00010350171,0.00014709275,0.000076356875,0.0011698762,0.00006587474,0.00018833825,0.000111082016,0.019703595],"category_scores_gemma":[0.00012815688,0.000110622794,0.00010769942,0.00022471022,0.000070325914,0.00004675416,0.000016929956,0.00015944388,0.0037927493],"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":[0.0000058650826,0.00011340191,0.00035248324,0.000004810671,0.0000109585735,0.0000011021983,0.0010005417,0.0000013028497,0.000022611232,0.0064031426,0.98912734,0.0029564288],"study_design_scores_gemma":[0.00021768999,0.000035379282,0.00016992795,0.0000030049011,0.0000137798925,0.0000017395947,0.000421676,0.000027818774,0.0000034657203,0.00083295506,0.99811316,0.00015941943],"about_ca_topic_score_codex":0.003810225,"about_ca_topic_score_gemma":0.0006585552,"teacher_disagreement_score":0.65007275,"about_ca_system_score_codex":0.00014862367,"about_ca_system_score_gemma":0.00004008697,"threshold_uncertainty_score":0.99698293},"labels":[],"label_agreement":null},{"id":"W2030320564","doi":"10.1192/pb.bp.107.017756","title":"Routine measurement of mental health service outcomes: Health of the Nation Outcome Scales in Nova Scotia","year":2008,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Nova Scotia Health Research Foundation","keywords":"Nova scotia; Mental health; Medicine; Service (business); Glossary; Family medicine; Mental health service; Outcome (game theory); Nursing; Psychiatry; Geography","score_opus":0.06596228418345923,"score_gpt":0.34199102077753063,"score_spread":0.2760287365940714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030320564","genre_codex":"commentary","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":[0.39604416,0.0023483227,0.0000466244,0.5966152,0.0020225926,0.001118596,0.000039669845,0.00003072739,0.0017341027],"genre_scores_gemma":[0.98503625,0.000521604,0.00093846844,0.013267217,0.00010041332,0.000005638162,0.0000038569906,0.000013114365,0.00011343441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996258,0.0005757234,0.0012013145,0.00023198857,0.0011843983,0.00054857053],"domain_scores_gemma":[0.9985848,0.00010050583,0.00069951115,0.0002730375,0.0001736686,0.00016849191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033155838,0.00015255096,0.0005280469,0.00015481266,0.00043433052,0.000007774538,0.00041233073,0.000077782,0.0001699102],"category_scores_gemma":[0.0002322585,0.00011636587,0.0001488536,0.0009236599,0.00013426434,0.000039306127,0.00005995515,0.0001979588,0.000027170036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017200444,0.0002462722,0.97774774,0.00036481614,0.000009499496,9.204857e-8,0.0048888656,0.000013264782,4.3356505e-7,0.002796345,0.01357967,0.00033578844],"study_design_scores_gemma":[0.0009593705,0.000047846635,0.9795906,0.00009710757,0.0000030120445,0.0000010420375,0.00276127,0.000006269389,0.0000023056589,0.00007152752,0.016355146,0.00010448656],"about_ca_topic_score_codex":0.21836375,"about_ca_topic_score_gemma":0.23122035,"teacher_disagreement_score":0.58899206,"about_ca_system_score_codex":0.000543082,"about_ca_system_score_gemma":0.001035223,"threshold_uncertainty_score":0.7868412},"labels":[],"label_agreement":null},{"id":"W2032777431","doi":"10.1192/pb.30.11.415","title":"Auditing the care programme approach for people with learning disability: a 4-year audit cycle","year":2006,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Healthcare innovation and challenges","field":"Social Sciences","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":"Learning Partnership","funders":"","keywords":"Audit; Documentation; Learning disability; Service (business); Nursing; Goal Attainment Scaling; Data collection; Medicine; Business; Psychology; Medical education; Operations management; Accounting; Engineering; Computer science; Psychiatry; Intervention (counseling)","score_opus":0.01762675908131924,"score_gpt":0.28439406682755514,"score_spread":0.2667673077462359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032777431","genre_codex":"commentary","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":[0.29836565,0.0020099878,0.0071503236,0.563969,0.0006380143,0.004035561,0.0000208491,0.00082176435,0.122988805],"genre_scores_gemma":[0.987234,0.000028227589,0.010042174,0.0002175133,0.0013909743,0.00035721576,0.000031051128,0.000023372784,0.0006755023],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832684,0.00022552433,0.00024717202,0.000318194,0.00036680556,0.0005154641],"domain_scores_gemma":[0.99915296,0.0002204442,0.0001652593,0.00017488596,0.000216128,0.00007032219],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009888428,0.00012292786,0.00015610161,0.000034298082,0.0014084283,0.00011037645,0.00022158313,0.00009933444,0.000090526715],"category_scores_gemma":[0.00016832424,0.00008771543,0.000072800314,0.000596801,0.00018136052,0.00002884636,0.00002047122,0.0002643625,0.000024522711],"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":[0.00021397907,0.00093343994,0.412275,0.00093599525,0.00006527239,0.0000010918535,0.048467953,0.0005210802,0.0000020164086,0.33926272,0.05628406,0.14103739],"study_design_scores_gemma":[0.00049505173,0.00012156503,0.008060996,0.0000096150425,0.000017861705,9.872347e-7,0.108842924,0.00008079997,5.926698e-7,0.00056472496,0.8816213,0.00018356818],"about_ca_topic_score_codex":0.0031736165,"about_ca_topic_score_gemma":0.006380991,"teacher_disagreement_score":0.82533723,"about_ca_system_score_codex":0.00011147494,"about_ca_system_score_gemma":0.00016153166,"threshold_uncertainty_score":0.9998916},"labels":[],"label_agreement":null},{"id":"W2037779859","doi":"10.1192/pb.27.9.323","title":"Women in academic psychiatry in the United Kingdom","year":2003,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":11,"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":"Medical Research Council; Wellcome Trust","keywords":"Psychiatry; Psychology; Medicine; Service (business); Family medicine; Medical education","score_opus":0.040746815472467536,"score_gpt":0.3050059797106447,"score_spread":0.26425916423817714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037779859","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":[0.8357046,0.00059374,0.000014024192,0.055871535,0.0014681456,0.00029154474,0.000001521319,0.00003610218,0.10601874],"genre_scores_gemma":[0.9893164,0.00032311853,0.00027489325,0.008951777,0.00032948062,0.000027800326,0.0000026402931,0.000007733479,0.0007661496],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99741006,0.000804305,0.00025054422,0.00022687843,0.00067733345,0.00063088886],"domain_scores_gemma":[0.9994169,0.0001854967,0.000072212286,0.00018759008,0.000026137877,0.00011166568],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005972078,0.00010773192,0.00015073363,0.0003848456,0.0002476974,0.000040595616,0.0007915981,0.00018135316,0.0012014603],"category_scores_gemma":[0.00041781322,0.0000886242,0.000043261352,0.0022710836,0.00017217231,0.000035503726,0.000023497876,0.0007046451,0.00021605329],"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":[0.000039316994,0.00021751267,0.59171116,0.000019161856,0.000007316464,0.000011687941,0.03697825,0.000024069022,5.499883e-7,0.23688473,0.13349625,0.0006100045],"study_design_scores_gemma":[0.00089534215,0.000037611982,0.02675626,0.000020037456,0.000007670065,0.0000017853234,0.07876259,0.0000012388622,1.14387724e-7,0.010701041,0.88268936,0.00012695555],"about_ca_topic_score_codex":0.0034433333,"about_ca_topic_score_gemma":0.0008909194,"teacher_disagreement_score":0.7491931,"about_ca_system_score_codex":0.00014553513,"about_ca_system_score_gemma":0.00020651922,"threshold_uncertainty_score":0.9997116},"labels":[],"label_agreement":null},{"id":"W2040205299","doi":"10.1192/pb.25.5.189","title":"Memoirs of a press officer","year":2001,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Counseling Practices and Supervision","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":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Memoir; Officer; Mental health; Media studies; Psychology; Sociology; Law; Political science; Psychiatry","score_opus":0.022596609149285362,"score_gpt":0.3042751263245091,"score_spread":0.28167851717522374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040205299","genre_codex":"other","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":[0.43803996,0.041770853,0.0015060004,0.016227733,0.005554686,0.0005197398,0.0000154682,0.00020007291,0.49616548],"genre_scores_gemma":[0.96556395,0.0036291068,0.0035320765,0.0008821585,0.00071197475,0.000035252546,0.000007517245,0.00005379973,0.025584161],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876034,0.000113795344,0.00035059723,0.0002991875,0.0002200133,0.000256059],"domain_scores_gemma":[0.9990438,0.00018279701,0.00015617009,0.00047157024,0.000076143486,0.000069510184],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037081237,0.0001281433,0.00019055945,0.0000944729,0.000059896563,0.000015968319,0.00024249835,0.000114614806,0.015959745],"category_scores_gemma":[0.000037283375,0.000115267554,0.000115821735,0.0002459388,0.000030483006,0.000024683377,0.000029929617,0.00018454695,0.0012482047],"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":[0.0012739549,0.0015176358,0.008013537,0.000065672546,0.00016483491,0.00004177889,0.0031727387,0.00005267071,0.000062316896,0.0034980176,0.6483601,0.33377674],"study_design_scores_gemma":[0.0007646164,0.00013048219,0.003468537,0.00000738683,0.000051212133,0.000048309892,0.000261526,0.000024339099,0.0000031742848,0.00010874705,0.99499905,0.00013259742],"about_ca_topic_score_codex":0.0014227318,"about_ca_topic_score_gemma":0.000020217796,"teacher_disagreement_score":0.527524,"about_ca_system_score_codex":0.0000057579764,"about_ca_system_score_gemma":0.000014335817,"threshold_uncertainty_score":0.9995294},"labels":[],"label_agreement":null},{"id":"W2045751049","doi":"10.1192/pb.25.2.43","title":"What to do when a patient commits suicide","year":2001,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Coquitlam College","funders":"","keywords":"Coroner; Copycat; Inquest; Accident (philosophy); Medicine; Medical emergency; Psychology; Suicide prevention; Poison control; Law; Political science","score_opus":0.023028014217544,"score_gpt":0.3134612542638026,"score_spread":0.2904332400462586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045751049","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":[0.7947579,0.007430194,0.00030465215,0.05205219,0.01295175,0.0016669949,0.000025820324,0.00020199335,0.13060847],"genre_scores_gemma":[0.93300784,0.00090625405,0.003230363,0.037115034,0.0009796344,0.00036042466,0.000042653897,0.00009828844,0.024259536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757665,0.00018595209,0.0005182839,0.0005957887,0.00033205745,0.00079125067],"domain_scores_gemma":[0.99856144,0.00008132151,0.00015453991,0.0006823488,0.000054966276,0.0004653711],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031370312,0.00027286264,0.00028283993,0.00022152181,0.00019765759,0.00009521725,0.00032357147,0.00013094902,0.01274249],"category_scores_gemma":[0.00001266066,0.0002591885,0.00011911805,0.00036434425,0.000030896732,0.000052608906,0.00009407484,0.00025392423,0.01287177],"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":[0.0004042049,0.0010484256,0.035923786,0.000041483385,0.00005046254,0.000043289292,0.006561024,0.0000020357925,0.0000073934457,0.0045408965,0.86345166,0.08792537],"study_design_scores_gemma":[0.0013643538,0.0008436661,0.02278542,0.0000676145,0.000029023658,0.00006477489,0.005171449,5.744306e-7,0.000010952351,0.0011768013,0.9681618,0.00032356905],"about_ca_topic_score_codex":0.0013543476,"about_ca_topic_score_gemma":0.00022474112,"teacher_disagreement_score":0.13824987,"about_ca_system_score_codex":0.0001024579,"about_ca_system_score_gemma":0.000030561332,"threshold_uncertainty_score":0.99998605},"labels":[],"label_agreement":null},{"id":"W2051376413","doi":"10.1192/pb.bp.108.023788","title":"The Newcastle approach. Invited commentary on … Are specialised affective disorder services useful?","year":2009,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"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 British Columbia","funders":"","keywords":"Content (measure theory); Action (physics); Computer science; Psychology; Mathematics; Physics","score_opus":0.015905438549908057,"score_gpt":0.3012324868754033,"score_spread":0.28532704832549527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051376413","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":[0.6319638,0.0040990952,0.000047791385,0.30613515,0.003000775,0.002239505,0.00006268032,0.0002231359,0.052228104],"genre_scores_gemma":[0.9097669,0.00015749253,0.00023740338,0.08649703,0.0016786354,0.00020352348,0.00012876892,0.00004464345,0.0012855917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800676,0.00032232483,0.00033840648,0.00051145285,0.00027201817,0.00054906256],"domain_scores_gemma":[0.9987884,0.00023135994,0.00026177077,0.0005498438,0.000025907255,0.00014267882],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024713782,0.0003097541,0.00026070312,0.000119718505,0.0008170348,0.000087276465,0.00044046933,0.00012731025,0.0007268769],"category_scores_gemma":[0.0000043334658,0.00020971241,0.00012667626,0.00041973242,0.00005287388,0.000036063906,0.000037505462,0.00031544972,0.0008067012],"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":[0.0011639778,0.002641384,0.040077873,0.000041035244,0.00010192175,0.000012553048,0.0010213262,0.000008062212,8.6449813e-7,0.0011046135,0.90863013,0.045196246],"study_design_scores_gemma":[0.0042859428,0.0008495242,0.33362073,0.000032853666,0.00007624622,0.000008282058,0.003275866,0.000030248422,0.000006062162,0.0012008257,0.6562363,0.00037715147],"about_ca_topic_score_codex":0.00067362114,"about_ca_topic_score_gemma":0.00013038289,"teacher_disagreement_score":0.29354283,"about_ca_system_score_codex":0.0000786735,"about_ca_system_score_gemma":0.000003282995,"threshold_uncertainty_score":0.9999713},"labels":[],"label_agreement":null},{"id":"W2055208466","doi":"10.1192/pb.bp.108.019927","title":"Best practice in managing violence and related risks","year":2008,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":9,"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 Toronto; Simon Fraser University","funders":"","keywords":"Mental health; Best practice; Risk management; Risk assessment; Good practice; Mental health service; Service (business); Psychology; Medicine; Applied psychology; Risk analysis (engineering); Nursing; Business; Computer science; Psychiatry; Engineering ethics; Computer security; Political science; Engineering; Marketing; Finance","score_opus":0.02562064578210278,"score_gpt":0.3159003856908544,"score_spread":0.2902797399087516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055208466","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":[0.444305,0.045018505,0.00022957838,0.015783565,0.08888067,0.00093957357,0.000014678848,0.0003631547,0.40446526],"genre_scores_gemma":[0.9843014,0.005447306,0.0057090917,0.0015966323,0.0010707994,0.0000862929,0.000009780406,0.00011249637,0.0016662023],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964151,0.00041311426,0.0008520295,0.0010704978,0.00038254968,0.00086674286],"domain_scores_gemma":[0.9979932,0.00049655524,0.0004218503,0.0007752314,0.00006319619,0.00024996625],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008298894,0.0004303697,0.00044831392,0.00061937084,0.00028716275,0.000035168512,0.00041833866,0.0003047934,0.0014044214],"category_scores_gemma":[0.00022466863,0.00046015828,0.00010274334,0.0011184193,0.00025044548,0.00012894675,0.00010615621,0.0009426029,0.0032276206],"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":[0.0013504606,0.0033243124,0.15190844,0.000108559376,0.00033721287,0.0018627386,0.010745912,0.000056698645,0.000033044264,0.015800541,0.7096849,0.10478715],"study_design_scores_gemma":[0.01464341,0.002033884,0.26308554,0.0009773361,0.00040098163,0.0130337095,0.015994726,0.00018180443,0.000006722482,0.014026907,0.6725986,0.0030163943],"about_ca_topic_score_codex":0.0014669748,"about_ca_topic_score_gemma":0.000023364557,"teacher_disagreement_score":0.5399964,"about_ca_system_score_codex":0.00007201679,"about_ca_system_score_gemma":0.000043508222,"threshold_uncertainty_score":0.999785},"labels":[],"label_agreement":null},{"id":"W2057438748","doi":"10.1192/pb.25.6.234","title":"The use of the Royal College of Psychiatrists' trainee's log book: a cross-sectional survey of trainees and trainers","year":2001,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","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":"Formative assessment; Quarter (Canadian coin); Medical education; Medicine; Psychology; Cross-sectional study; Family medicine; Pedagogy; History","score_opus":0.0415995336747196,"score_gpt":0.3142388364177072,"score_spread":0.27263930274298764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057438748","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":[0.9891302,0.0031575235,0.00008936208,0.0049756197,0.00068156,0.0005056089,0.00047654618,0.000018243345,0.00096534495],"genre_scores_gemma":[0.995269,0.00061368174,0.00088261435,0.00043674186,0.000163964,0.0000123764285,0.000015413269,0.000024016032,0.0025821938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977557,0.0002091153,0.0009955415,0.0002951153,0.00047533287,0.0002691814],"domain_scores_gemma":[0.9883161,0.010332988,0.0004588523,0.00044743033,0.00030834152,0.00013626534],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012274699,0.00019151201,0.00048399862,0.00008676849,0.00012416727,0.000011758377,0.00020954464,0.00016860892,0.00024710194],"category_scores_gemma":[0.015457278,0.0001125097,0.00030067973,0.000544853,0.0006883421,0.000013247306,0.000039374947,0.00027656206,0.000002812534],"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":[0.0011962609,0.00053215807,0.93731236,0.00005109319,0.00011464003,0.0000022391682,0.000079678524,0.0001068199,0.000010954523,0.00045939442,0.059173718,0.00096067006],"study_design_scores_gemma":[0.0029584502,0.00043381352,0.9732345,0.000100265934,0.00009429893,0.000048744125,0.000052030722,0.00019289048,0.000009595817,0.000097166645,0.022674114,0.00010413561],"about_ca_topic_score_codex":0.00087814766,"about_ca_topic_score_gemma":0.00013083847,"teacher_disagreement_score":0.036499605,"about_ca_system_score_codex":0.000015064733,"about_ca_system_score_gemma":0.00021594664,"threshold_uncertainty_score":0.99283594},"labels":[],"label_agreement":null},{"id":"W2063064431","doi":"10.1192/pb.25.4.137","title":"Service innovations: a service for the homeless with mental illness in Aberdeen","year":2001,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":5,"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 illness; Quarter (Canadian coin); Mentally ill; Medicine; Mental health; Psychiatry; Service (business); Mental health service; Social care; Social work; Nursing; Family medicine","score_opus":0.03292943631886959,"score_gpt":0.36101778359166187,"score_spread":0.3280883472727923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063064431","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":[0.9085311,0.0009133997,0.0006650445,0.08332625,0.00092355727,0.0023515213,0.0000435282,0.000100917205,0.0031446628],"genre_scores_gemma":[0.9905478,0.00038659922,0.0006712035,0.0054277764,0.0006794992,0.0016344842,0.0000506084,0.000052555537,0.000549487],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815893,0.00019329555,0.0005156154,0.00031024497,0.0002502775,0.0005716144],"domain_scores_gemma":[0.9983904,0.0005833131,0.00022541363,0.00033171714,0.00040373497,0.00006544902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071355334,0.00020394458,0.00039665593,0.00014602816,0.0012020798,0.000024387778,0.00039188907,0.00018140361,0.0007325779],"category_scores_gemma":[0.00003105163,0.0001367577,0.000038990765,0.0022309711,0.000026918804,0.000052480704,0.00007560566,0.0004475675,0.00031200788],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019540668,0.001056381,0.719999,0.0018457158,0.0002223667,0.000011785651,0.19669117,0.00015301674,0.000017726446,0.02224108,0.017167564,0.038640138],"study_design_scores_gemma":[0.0042759464,0.00007108539,0.088312596,0.00016478005,0.000052989264,0.0000010593207,0.25889355,0.0002714769,0.0000017140056,0.00081412686,0.64673144,0.00040924235],"about_ca_topic_score_codex":0.010371306,"about_ca_topic_score_gemma":0.06721946,"teacher_disagreement_score":0.6316864,"about_ca_system_score_codex":0.000095320065,"about_ca_system_score_gemma":0.0001967121,"threshold_uncertainty_score":0.99621874},"labels":[],"label_agreement":null},{"id":"W2066788048","doi":"10.1192/pb.32.12.473b","title":"Attendance at psychiatric clinics","year":2008,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Attendance; Content (measure theory); Action (physics); Psychiatry; Medicine; Psychology; Mathematics; Political science; Law","score_opus":0.02400749755878428,"score_gpt":0.29735463088980346,"score_spread":0.2733471333310192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066788048","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":[0.9398993,0.011230147,0.00009567844,0.033270884,0.0009985894,0.00075583416,0.000021121354,0.00024220145,0.013486242],"genre_scores_gemma":[0.93376046,0.0042899004,0.043741796,0.0021190036,0.0014286578,0.00010414602,0.000056704626,0.00007726381,0.014422075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759793,0.00007129217,0.00047293628,0.00058876234,0.00064119016,0.00062786037],"domain_scores_gemma":[0.9984328,0.00011848515,0.00013186624,0.0006938467,0.000110075955,0.00051292777],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020841541,0.000280308,0.0004121713,0.00026853345,0.0004026889,0.000010909325,0.00018652354,0.00014689547,0.0028104046],"category_scores_gemma":[0.000094843825,0.00022808215,0.0003342679,0.00069555466,0.00012430237,0.000020214413,0.00008792038,0.00039479497,0.009002432],"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":[0.0066423607,0.0012575154,0.55850494,0.000087485365,0.00016786801,0.00041943075,0.00005533577,0.0000024229091,0.000015228499,0.0008628367,0.4244184,0.00756619],"study_design_scores_gemma":[0.010412409,0.001172291,0.51810527,0.000017882576,0.0001679968,0.0017732923,0.000018170611,0.000038535505,0.000045919627,0.00037824825,0.46753296,0.00033701857],"about_ca_topic_score_codex":0.0000679281,"about_ca_topic_score_gemma":0.000024599527,"teacher_disagreement_score":0.043646116,"about_ca_system_score_codex":0.00023070832,"about_ca_system_score_gemma":0.00027884898,"threshold_uncertainty_score":0.9981012},"labels":[],"label_agreement":null},{"id":"W2079403335","doi":"10.1192/pb.29.2.67","title":"Organising a mock OSCE for the MRCPsych Part I examination","year":2005,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Innovations in Medical Education","field":"Medicine","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":"St. Thomas Hospital","funders":"","keywords":"Objective structured clinical examination; Enthusiasm; Medical education; Psychology; Computer science; Medicine; Social psychology","score_opus":0.014117328818681968,"score_gpt":0.2996455222818826,"score_spread":0.2855281934632007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079403335","genre_codex":"commentary","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":[0.10678697,0.0017724349,0.1097429,0.75852984,0.004703185,0.0024876094,0.0000064121978,0.00025389044,0.015716773],"genre_scores_gemma":[0.79823226,0.00019465695,0.15685813,0.020532476,0.008904228,0.00039571885,0.000085660206,0.000075204945,0.014721644],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882734,0.00003637452,0.00035793005,0.0002397169,0.00030461213,0.00023404964],"domain_scores_gemma":[0.9990619,0.00017042548,0.0001250232,0.00035918076,0.0002445231,0.000038965274],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00097217056,0.0001186604,0.00013178872,0.00013026374,0.00026705672,0.000027787866,0.00013466719,0.00009879308,0.0012621133],"category_scores_gemma":[0.0007155233,0.00008602916,0.00006334825,0.00061235676,0.000050217386,0.000025640995,0.000014481735,0.00022010274,0.00042440594],"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":[0.00004235692,0.00028061433,0.00054402277,0.00005662247,0.000029294055,2.0162601e-7,0.00030538216,0.000008316429,0.000055987817,0.005169678,0.7452639,0.24824363],"study_design_scores_gemma":[0.0010393988,0.000102096754,0.011107831,0.000025204936,0.000117310155,0.000031226115,0.00036020207,0.0011075637,0.000102103375,0.00029294982,0.9856069,0.00010717935],"about_ca_topic_score_codex":0.0000074571535,"about_ca_topic_score_gemma":0.0000018392611,"teacher_disagreement_score":0.73799735,"about_ca_system_score_codex":0.00012165806,"about_ca_system_score_gemma":0.00009936586,"threshold_uncertainty_score":0.9996509},"labels":[],"label_agreement":null},{"id":"W2084272052","doi":"10.1192/pb.bp.108.022780","title":"A suitable waiting room? Hospital transfer outcomes and delays from two London prisons","year":2009,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":30,"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":"Prison; Quarter (Canadian coin); Medicine; Mental health; Psychiatry; Service (business); Medical emergency; Psychology; Business; Criminology; Geography","score_opus":0.009468790441907465,"score_gpt":0.2878361296323308,"score_spread":0.27836733919042334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084272052","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":[0.94275,0.014586373,0.00035885605,0.019012956,0.003203931,0.0007076818,0.000101468875,0.00023945735,0.019039305],"genre_scores_gemma":[0.98912746,0.0002838716,0.0020739012,0.006071431,0.0008907932,0.00004897483,0.000055939665,0.000047064048,0.001400565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971538,0.00013483147,0.0006739692,0.0008393549,0.00031028278,0.00088774355],"domain_scores_gemma":[0.9987112,0.00024327761,0.0001330756,0.00051401946,0.000047009937,0.0003514187],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003174741,0.00041164618,0.0005189862,0.00020756188,0.0003064873,0.00007472261,0.0003293802,0.0002371317,0.00219404],"category_scores_gemma":[0.0000064456926,0.00038304648,0.00020997683,0.0004047166,0.000031758704,0.00007560827,0.000037096608,0.0004746331,0.000712981],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001127152,0.0026205205,0.5718561,0.00018785706,0.0005123889,0.00012566346,0.02239223,0.0000063447046,0.00008435651,0.020087982,0.19810218,0.18289721],"study_design_scores_gemma":[0.014555324,0.0023536382,0.65382147,0.000092394,0.0005518679,0.00008622432,0.009653288,0.00008009514,0.00003136505,0.0050738356,0.3119317,0.0017688433],"about_ca_topic_score_codex":0.0067453175,"about_ca_topic_score_gemma":0.00044254673,"teacher_disagreement_score":0.18112837,"about_ca_system_score_codex":0.000051136154,"about_ca_system_score_gemma":0.000043155538,"threshold_uncertainty_score":0.99986887},"labels":[],"label_agreement":null},{"id":"W2096609390","doi":"10.1192/pb.bp.107.017160","title":"Mentoring scheme for child and adolescent psychiatry consultants in Scotland","year":2009,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Selkirk College","funders":"","keywords":"Scheme (mathematics); Child and adolescent psychiatry; Psychology; Medical education; Medicine; Nursing; Psychiatry","score_opus":0.014074575976385477,"score_gpt":0.2874837050824751,"score_spread":0.27340912910608967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096609390","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":[0.55063695,0.0569963,0.0015006823,0.17331758,0.039023273,0.004436026,0.000062889725,0.0005724662,0.17345384],"genre_scores_gemma":[0.93920374,0.0012032819,0.03760417,0.010117458,0.0028597196,0.00030327926,0.00003272732,0.00009063925,0.008584987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979628,0.000052280062,0.00051609235,0.0005880204,0.00018752115,0.00069330086],"domain_scores_gemma":[0.9993206,0.000053549527,0.0001442878,0.00024888368,0.000034868644,0.00019778784],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006513621,0.00025174866,0.00028480418,0.00022822677,0.00013939614,0.00003378473,0.00020046793,0.00018274259,0.00023856956],"category_scores_gemma":[0.00007029882,0.00024706128,0.00004892441,0.00034595036,0.000026540296,0.000021477294,0.000027378492,0.00036103994,0.00011970852],"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":[0.000770914,0.0013447476,0.2630256,0.00022998021,0.00009765018,0.000007108503,0.0014390921,0.0000029460614,0.00007326708,0.01729315,0.6628724,0.052843127],"study_design_scores_gemma":[0.0057538063,0.00019784542,0.20061676,0.00029733015,0.000028272621,0.000031587304,0.00043159805,0.0000120649975,0.000015331403,0.000966998,0.79117864,0.00046976318],"about_ca_topic_score_codex":0.000011328803,"about_ca_topic_score_gemma":0.0000020130524,"teacher_disagreement_score":0.3885668,"about_ca_system_score_codex":0.000054129236,"about_ca_system_score_gemma":0.000038083144,"threshold_uncertainty_score":0.99999815},"labels":[],"label_agreement":null},{"id":"W2103303468","doi":"10.1192/pb.30.6.216","title":"Family Life and Relationships in the Health of the Nation Outcome Scales for Children and Adolescents (HoNOSCA)","year":2006,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Child and Adolescent Psychosocial and Emotional Development","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":"St Mary's Hospital Centre; Trinity College","funders":"","keywords":"Psychosocial; Psychopathology; Medicine; Clinical psychology; Scale (ratio); Family Environment Scale; Psychiatry; Psychology","score_opus":0.024118416325372594,"score_gpt":0.270730305759885,"score_spread":0.2466118894345124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103303468","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":[0.9343485,0.0034797476,0.00015193332,0.059358977,0.00076940743,0.00088702375,0.000042808635,0.000013397129,0.00094816776],"genre_scores_gemma":[0.9969073,0.00008299449,0.00026006252,0.0022252304,0.00029163487,0.00001951583,0.000017173386,0.000008348136,0.00018772432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988938,0.00018022694,0.00039353265,0.0002117362,0.00015142241,0.00016928281],"domain_scores_gemma":[0.99957407,0.000081654274,0.0001683167,0.0001204366,0.000021584707,0.000033919034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005656048,0.00010498269,0.00014161886,0.00007339742,0.0002594619,0.00001785739,0.00012795144,0.00006533302,0.000008086027],"category_scores_gemma":[0.000028360833,0.00006690432,0.00005756163,0.0002034116,0.000061923136,0.000012745802,0.000020348632,0.00017237889,0.0000066859993],"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":[0.000046345263,0.00023910329,0.93850034,0.000043939297,0.000007524562,4.360253e-8,0.00029049866,0.0000019510233,5.968876e-7,0.011673002,0.04754166,0.0016549672],"study_design_scores_gemma":[0.0010841524,0.0000291647,0.9908208,0.00003880764,0.0000065675363,0.0000048883585,0.00018553436,0.0000020849736,7.0435526e-8,0.0024162426,0.005336102,0.00007557178],"about_ca_topic_score_codex":0.00033090077,"about_ca_topic_score_gemma":0.00010109439,"teacher_disagreement_score":0.06255878,"about_ca_system_score_codex":0.000014194608,"about_ca_system_score_gemma":0.000022473892,"threshold_uncertainty_score":0.2728279},"labels":[],"label_agreement":null},{"id":"W2106983741","doi":"10.1192/pb.28.3.93","title":"Caring for Sikh patients wearing a<i>kirpan</i>(traditional small sword): cultural sensitivity and safety issues","year":2004,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Occupational Health and Safety Research","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":"SWORD; Ceremony; Sikhism; Baptism; Faith; Sociology; Hinduism; Religious studies; Theology; Engineering; Philosophy","score_opus":0.0705889596031511,"score_gpt":0.38956747361538274,"score_spread":0.31897851401223165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106983741","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":[0.94409245,0.0007684513,0.0022044624,0.036197595,0.0021302933,0.0036370265,0.00040991968,0.00017936004,0.010380459],"genre_scores_gemma":[0.97693247,0.00041732076,0.017640222,0.0017410382,0.0017385532,0.00031222956,0.00033038546,0.000043007745,0.0008447671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974655,0.00028825094,0.0005971993,0.00045807924,0.00038478815,0.00080621446],"domain_scores_gemma":[0.99779534,0.001087063,0.00017910238,0.00019388382,0.00040595705,0.00033865852],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010693177,0.00021343348,0.00029948534,0.0001346384,0.0018354689,0.000021875658,0.00011071847,0.0001861937,0.00013268727],"category_scores_gemma":[0.00043202925,0.00019233258,0.000094735384,0.00023640049,0.00006669405,0.00007311386,0.000102931335,0.00066474866,0.0002691751],"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":[0.0024834129,0.0006936575,0.9174528,0.0019853346,0.00007592098,0.0000047585404,0.0020266834,0.00027789318,0.000028510032,0.022237556,0.027030038,0.025703449],"study_design_scores_gemma":[0.0043653618,0.00023306822,0.90850735,0.00014222343,0.00002206615,0.000003047885,0.0002966085,0.00010012883,0.000004668834,0.001945384,0.0841091,0.0002710046],"about_ca_topic_score_codex":0.0016519352,"about_ca_topic_score_gemma":0.00033838075,"teacher_disagreement_score":0.05707906,"about_ca_system_score_codex":0.0002526885,"about_ca_system_score_gemma":0.0003102971,"threshold_uncertainty_score":0.99946404},"labels":[],"label_agreement":null},{"id":"W2109180502","doi":"10.1192/pb.28.4.137","title":"Establishing a clinical database for hospital attendances because of self-harm","year":2004,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":6,"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":"Harm; Quarter (Canadian coin); Medicine; Medical emergency; Psychology; Psychiatry; Social psychology; History","score_opus":0.035913423143962536,"score_gpt":0.35029147822710566,"score_spread":0.3143780550831431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109180502","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":[0.94253373,0.010361509,0.0031722966,0.020606507,0.010205724,0.0015987076,0.00040763206,0.00040867523,0.01070522],"genre_scores_gemma":[0.9362917,0.000805347,0.0571688,0.0019048619,0.0026749298,0.0003440433,0.00008107336,0.00009885199,0.0006303904],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974124,0.000115412586,0.00094148057,0.00070525793,0.0002632641,0.0005622195],"domain_scores_gemma":[0.99783313,0.00081816537,0.00042406967,0.0006138802,0.00016513788,0.0001456179],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009942194,0.00028235107,0.0005557912,0.00016979908,0.0001853467,0.000035599198,0.00048372417,0.00016981145,0.0006311433],"category_scores_gemma":[0.0003572162,0.00025757338,0.0003581936,0.00037478926,0.00012168451,0.00007921193,0.00011461339,0.00032885026,0.00040369615],"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":[0.0010328232,0.0067433333,0.26593688,0.00037926945,0.0015327058,0.000059430746,0.007534553,0.000014445251,0.000027721324,0.021714168,0.6898894,0.00513531],"study_design_scores_gemma":[0.025829153,0.0046053096,0.16307804,0.00007255134,0.0014455176,0.000053241423,0.011166775,0.000010684162,0.00013047075,0.005750473,0.78594494,0.0019128569],"about_ca_topic_score_codex":0.00051053,"about_ca_topic_score_gemma":0.000034813005,"teacher_disagreement_score":0.10285884,"about_ca_system_score_codex":0.000030757703,"about_ca_system_score_gemma":0.00007941957,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W2111508549","doi":"10.1192/pb.bp.108.020982","title":"Using postal questionnaires to identify carer depression prior to initial patient contact","year":2009,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","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 Northern British Columbia","funders":"","keywords":"Depression (economics); Medicine; Mental health; Psychiatry; Scale (ratio); Family medicine","score_opus":0.016585391826501802,"score_gpt":0.3487734657513515,"score_spread":0.33218807392484967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111508549","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":[0.9763445,0.00019017007,0.0042823143,0.00892767,0.0023703137,0.00041519766,0.00001429193,0.000060207305,0.0073952903],"genre_scores_gemma":[0.990103,0.000008057573,0.005043706,0.0038683547,0.00081004587,0.00001058772,0.000006097775,0.000011063526,0.0001390598],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985455,0.00013549959,0.0002530155,0.00029414592,0.000465311,0.00030648077],"domain_scores_gemma":[0.9993552,0.00003582019,0.000069213376,0.00013240598,0.00019471358,0.00021262407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025933507,0.000121493526,0.00011997688,0.00015882688,0.000613656,0.0001553524,0.0001809431,0.00008295449,0.00020471824],"category_scores_gemma":[0.00019491128,0.00012271898,0.000083420775,0.00029186902,0.000013032945,0.000053083026,0.00004288339,0.000100273515,0.00011996909],"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":[0.0012439804,0.0014581588,0.05243718,0.00005872981,0.0001264048,0.00015612709,0.111105375,0.010342874,0.029649876,0.15571488,0.36260793,0.27509847],"study_design_scores_gemma":[0.0017534506,0.0018486043,0.39772227,0.00070288056,0.00015945979,0.000036349156,0.015664112,0.0012282945,0.0006384653,0.004688305,0.5729849,0.0025729442],"about_ca_topic_score_codex":0.00292323,"about_ca_topic_score_gemma":0.0007795329,"teacher_disagreement_score":0.3452851,"about_ca_system_score_codex":0.00018138924,"about_ca_system_score_gemma":0.00013476431,"threshold_uncertainty_score":0.5004335},"labels":[],"label_agreement":null},{"id":"W2112101974","doi":"10.1192/pb.bp.107.018663","title":"Psychiatric symptoms in Ground Zero ironworkers in the aftermath of 9/11: prevalence and predictors","year":2009,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"National Institutes of Health","keywords":"Psychiatry; Ground zero; Depression (economics); Anxiety; Medicine; Panic; Clinical psychology","score_opus":0.015869494067737647,"score_gpt":0.30288151737112096,"score_spread":0.2870120233033833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112101974","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":[0.9630619,0.011260427,0.000046997917,0.006631057,0.00032728282,0.0010427842,0.000018420467,0.000035848527,0.017575258],"genre_scores_gemma":[0.99810183,0.00039169652,0.00034498292,0.00040508105,0.00007770137,0.00012446035,0.0000043909927,0.00002384845,0.00052600284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677265,0.000598893,0.0008085971,0.00057999045,0.00054952997,0.0006903569],"domain_scores_gemma":[0.99848396,0.0004077658,0.00022342481,0.0007581936,0.00002715781,0.000099511875],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010664839,0.00028865246,0.0003748838,0.0006610327,0.00006679909,0.000043993154,0.00082607137,0.00019758569,0.0010940636],"category_scores_gemma":[0.00007830447,0.00022901784,0.00009671076,0.0013442427,0.00017798263,0.000053721942,0.000052145147,0.00051378756,0.00013700251],"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":[0.00027944247,0.0013901003,0.96420574,0.00021572196,0.000023178844,0.000020492875,0.0041834977,0.00001075871,0.0000024389208,0.0035520522,0.015100135,0.011016464],"study_design_scores_gemma":[0.0022754935,0.00040213123,0.9906868,0.00007556912,0.000035138306,0.000040125866,0.0005737237,0.000020074622,3.6654524e-7,0.0020607484,0.003614161,0.0002156954],"about_ca_topic_score_codex":0.000613483,"about_ca_topic_score_gemma":0.000081738675,"teacher_disagreement_score":0.035039913,"about_ca_system_score_codex":0.000040389958,"about_ca_system_score_gemma":0.00004247712,"threshold_uncertainty_score":0.9998191},"labels":[],"label_agreement":null},{"id":"W2117529686","doi":"10.1192/pb.26.11.433","title":"A new opportunity: three tales of training in liaison psychiatry of old age","year":2002,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":1,"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":"Psychiatry; Psychiatric comorbidity; Creed; Quarter (Canadian coin); General hospital; Medicine; Liaison psychiatry; Comorbidity; Psychology; Family medicine","score_opus":0.07885304391903372,"score_gpt":0.25965812327949034,"score_spread":0.18080507936045662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117529686","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":[0.5170059,0.01701162,0.000097178796,0.018032813,0.008368658,0.0010176688,0.00013570752,0.00012813623,0.4382023],"genre_scores_gemma":[0.98172134,0.00038068547,0.0061979247,0.0014542422,0.0016606145,0.00002161267,0.000019666051,0.000054209766,0.008489729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978797,0.00006897429,0.0009695199,0.0003127188,0.0003234303,0.0004456449],"domain_scores_gemma":[0.9988097,0.00007223127,0.00043400316,0.00036750914,0.000035854806,0.00028073453],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003226544,0.00025026567,0.00050277094,0.00039753344,0.00012842419,0.000025390244,0.00032020226,0.00011190547,0.020498259],"category_scores_gemma":[0.000021278733,0.00023796182,0.00019312628,0.00020293289,0.00013482718,0.000053618358,0.000032814605,0.00031484017,0.00014282399],"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":[0.00027773395,0.001267188,0.043611407,0.0016361455,0.00007691964,0.000012230991,0.04281225,0.000006239268,0.0000070500555,0.48652893,0.34645748,0.07730641],"study_design_scores_gemma":[0.005552182,0.001571592,0.0122529585,0.00071548467,0.0001375838,0.000023693863,0.017616441,0.00013529797,0.000008198694,0.043230165,0.917793,0.0009634543],"about_ca_topic_score_codex":0.0027373438,"about_ca_topic_score_gemma":0.006747002,"teacher_disagreement_score":0.57133543,"about_ca_system_score_codex":0.000018458468,"about_ca_system_score_gemma":0.00014778179,"threshold_uncertainty_score":0.98039716},"labels":[],"label_agreement":null},{"id":"W2119421018","doi":"10.1192/pb.30.9.324","title":"Evaluating the effectiveness of a women's crisis house: a prospective observational study","year":2006,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Mainstream; Observational study; Medicine; Mental health; Service (business); Mental health service; Psychiatry; Business; Internal medicine; Political science","score_opus":0.048424426203821855,"score_gpt":0.3912480580190491,"score_spread":0.34282363181522724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119421018","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":[0.98528785,0.0014244494,0.000058333975,0.00088249065,0.00201575,0.002446347,0.000017737168,0.00013233948,0.0077347066],"genre_scores_gemma":[0.9964061,0.000004577306,0.0004908062,0.0005298318,0.00058050716,0.0016178114,0.0000072345774,0.000052295105,0.00031083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99621594,0.0012885614,0.00069271855,0.00059380085,0.0005996053,0.00060939114],"domain_scores_gemma":[0.99765635,0.0010689256,0.0003975036,0.00058961316,0.00020159787,0.00008604006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004049845,0.00026004,0.00040797624,0.00016886309,0.00028764812,0.000026061118,0.0004063497,0.000099979276,0.0009779524],"category_scores_gemma":[0.000022811262,0.00019445985,0.00014713612,0.0010741326,0.00005171246,0.000033023338,0.0000735667,0.00027512538,0.00027028646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063434937,0.008099288,0.9162439,0.0005972337,0.00042232472,0.000009566732,0.017159112,0.00012235246,0.00007748146,0.022758067,0.026150094,0.0020170857],"study_design_scores_gemma":[0.0036752804,0.0024746691,0.9646109,0.000020272568,0.00011828949,0.000013359528,0.02061229,0.000007621852,0.000008397257,0.0059180097,0.0023098818,0.0002310505],"about_ca_topic_score_codex":0.01128341,"about_ca_topic_score_gemma":0.0002087396,"teacher_disagreement_score":0.048366975,"about_ca_system_score_codex":0.00026439212,"about_ca_system_score_gemma":0.00012851537,"threshold_uncertainty_score":0.99993527},"labels":[],"label_agreement":null},{"id":"W2120004681","doi":"10.1192/pb.24.8.302","title":"A survey of training experiences and attitudes of higher specialist trainees in child and adolescent psychiatry","year":2000,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Child and adolescent psychiatry; Training (meteorology); Medical education; Psychiatry; Psychology; Medicine","score_opus":0.04560933503257161,"score_gpt":0.3589956943735888,"score_spread":0.3133863593410172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120004681","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":[0.9766875,0.009592845,0.0000027405786,0.006682502,0.00063873595,0.0005284288,0.000042315398,0.000023016235,0.005801936],"genre_scores_gemma":[0.9954671,0.0019386145,0.0004991344,0.0013880512,0.0004209108,0.000008697785,0.000008654105,0.000020087115,0.00024872043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976962,0.00045146028,0.00088697247,0.00035783395,0.0002087812,0.0003987144],"domain_scores_gemma":[0.99919766,0.0001608932,0.00026436898,0.00019347783,0.000039661205,0.00014395411],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008506026,0.00019151151,0.0005094063,0.00017072199,0.00021455782,0.000005613117,0.00013630975,0.00014598177,0.001978632],"category_scores_gemma":[0.00004194697,0.00016716223,0.000044819753,0.00038056233,0.00017198041,0.000028450559,0.000032859083,0.00043960387,0.000009252785],"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":[0.0002673722,0.0004998735,0.96426976,0.001069099,0.000010998033,6.596427e-7,0.013867803,0.0000013459337,0.0000023597236,0.00040368293,0.01076139,0.008845669],"study_design_scores_gemma":[0.001663394,0.000094493495,0.9830449,0.000902747,0.000009504193,0.0000024999156,0.005035307,0.0000045155293,5.8762157e-7,0.000051522486,0.009037035,0.00015348497],"about_ca_topic_score_codex":0.00085819117,"about_ca_topic_score_gemma":0.0008836735,"teacher_disagreement_score":0.018779648,"about_ca_system_score_codex":0.000017883287,"about_ca_system_score_gemma":0.00014909334,"threshold_uncertainty_score":0.9989337},"labels":[],"label_agreement":null},{"id":"W2120872769","doi":"10.1192/pb.30.6.223","title":"Survey of psychotherapy experience and interest among psychiatric specialist registrars","year":2006,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":11,"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":"Competence (human resources); Quarter (Canadian coin); Psychology; Psychotherapist; Medicine; Psychiatry; Social psychology","score_opus":0.02905112340035873,"score_gpt":0.32441981307561324,"score_spread":0.29536868967525454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120872769","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":[0.935896,0.012567222,0.00018383346,0.0014122495,0.0058868136,0.0006686219,0.00012754541,0.00011769169,0.043140057],"genre_scores_gemma":[0.9935253,0.00081890007,0.0011829702,0.0007478217,0.0010364234,0.00008731126,0.000070232105,0.0000729947,0.0024580308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963586,0.0003407071,0.0012483356,0.00096440845,0.00036273577,0.00072521437],"domain_scores_gemma":[0.99778813,0.00020720424,0.0007534733,0.00086905947,0.00013349966,0.00024866097],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006919086,0.00045017654,0.0005978172,0.0004644119,0.00021154409,0.000056111137,0.00058050733,0.0002950572,0.002558489],"category_scores_gemma":[0.000006021151,0.0004439211,0.00017519499,0.001355794,0.00032779668,0.00007167576,0.00003985341,0.00035458303,0.0001847855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083090446,0.0011523996,0.7707868,0.00018521387,0.00005988992,0.0000101542355,0.0018402236,9.219244e-7,0.000018466793,0.008792379,0.20804583,0.008276774],"study_design_scores_gemma":[0.0020513562,0.0003701583,0.9296198,0.000028505514,0.00003923609,0.000037104157,0.0009042749,0.0000030821545,0.0000088269635,0.0011421519,0.065344386,0.00045115],"about_ca_topic_score_codex":0.06246976,"about_ca_topic_score_gemma":0.015206899,"teacher_disagreement_score":0.15883292,"about_ca_system_score_codex":0.000039940212,"about_ca_system_score_gemma":0.00006663119,"threshold_uncertainty_score":0.9998013},"labels":[],"label_agreement":null},{"id":"W2137518446","doi":"10.1192/pb.24.7.258","title":"What do inner city general practitioners want from a child and adolescent mental health service?","year":2000,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":12,"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":"General partnership; Mental health; Service (business); Mental health service; Global Positioning System; Quarter (Canadian coin); Child and adolescent psychiatry; Identification (biology); Medical education; Nursing; Medicine; Psychology; Psychiatry; Political science; Geography; Business","score_opus":0.019015477367081778,"score_gpt":0.33096508844953093,"score_spread":0.3119496110824492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137518446","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44829166,0.011413749,0.000016920796,0.53184086,0.0030486654,0.0016300773,0.00021445,0.00018300778,0.0033606326],"genre_scores_gemma":[0.45305213,0.10166197,0.003653563,0.42875877,0.00766984,0.000051110124,0.000852016,0.00015094546,0.004149644],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964791,0.0006707631,0.0008495708,0.0007157263,0.00040375322,0.0008810696],"domain_scores_gemma":[0.99847496,0.000068157446,0.0003692574,0.0004416456,0.000061460254,0.00058454147],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005874823,0.000336985,0.00045244093,0.00012584118,0.0017892885,0.00007237838,0.00019784326,0.00021426717,0.011125796],"category_scores_gemma":[0.000012324917,0.00029681527,0.00009062833,0.0003619996,0.000045032637,0.00016315184,0.00009568998,0.0012494379,0.001451052],"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":[0.00055177807,0.0010931132,0.033067003,0.0005590593,0.00004799343,0.0000030982678,0.0087139,0.0000060169223,0.000005671539,0.00033742332,0.9089072,0.04670777],"study_design_scores_gemma":[0.0029669825,0.00009703871,0.10173837,0.0012434265,0.00002169639,0.000012218897,0.0042829495,0.00005181471,8.442872e-7,0.00028162939,0.8889638,0.00033923078],"about_ca_topic_score_codex":0.0021067185,"about_ca_topic_score_gemma":0.00039186885,"teacher_disagreement_score":0.10308206,"about_ca_system_score_codex":0.00024311955,"about_ca_system_score_gemma":0.0003127316,"threshold_uncertainty_score":0.9999484},"labels":[],"label_agreement":null},{"id":"W2140970949","doi":"10.1192/pb.bp.113.046292","title":"Do regulated resident working hours affect medical graduate education? Trends in the American psychiatry board pass rates pre- and post-2003 duty hours regulations","year":2014,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Hospital Admissions and Outcomes","field":"Medicine","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":"Queen's University","funders":"","keywords":"Affect (linguistics); Neurology; Duty; Medicine; Psychiatry; Psychology","score_opus":0.011134604417757947,"score_gpt":0.3073797404751578,"score_spread":0.2962451360573999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140970949","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":[0.8345003,0.0016275255,0.000030075755,0.16003591,0.0008744927,0.00042584652,0.000003137928,0.000083843246,0.0024188717],"genre_scores_gemma":[0.9889641,0.00030326896,0.003774013,0.0047363383,0.00074353843,0.00007541679,0.00004994433,0.00004897443,0.0013044437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971427,0.0004762629,0.00057890767,0.0005669055,0.00075984,0.000475418],"domain_scores_gemma":[0.9981634,0.00029838798,0.0003043631,0.00067542517,0.00013525781,0.00042315817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011518885,0.00032858143,0.0005191648,0.000570201,0.0002622425,0.00009353928,0.00028693714,0.00013938366,0.0002729512],"category_scores_gemma":[0.0006112848,0.00021897288,0.00015909571,0.002077291,0.00020969631,0.000033270684,0.0000590315,0.0005985308,0.00003008112],"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":[0.00021937164,0.0004815445,0.822073,0.000030445874,0.00004873892,0.000005063682,0.00058169634,0.000004649822,0.000005781247,0.001299596,0.11103096,0.0642192],"study_design_scores_gemma":[0.0012195793,0.0005048431,0.98492944,0.0002567077,0.00015987169,0.00009155156,0.0012094419,0.00004974013,0.0000021148323,0.0004666484,0.010843348,0.0002667172],"about_ca_topic_score_codex":0.000834458,"about_ca_topic_score_gemma":0.00016697022,"teacher_disagreement_score":0.16285649,"about_ca_system_score_codex":0.000054917327,"about_ca_system_score_gemma":0.0003901531,"threshold_uncertainty_score":0.8929455},"labels":[],"label_agreement":null},{"id":"W2141315496","doi":"10.1192/pb.25.1.31","title":"Do trainees have adequate access to computers and computer software?","year":2001,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":6,"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":"Quarter (Canadian coin); Internet access; The Internet; Computer science; Software; Access to information; Medical education; World Wide Web; Medicine; Information access; Operating system","score_opus":0.05055454735550553,"score_gpt":0.4088187932737333,"score_spread":0.3582642459182278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141315496","genre_codex":"methods","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":[0.46571717,0.00050682714,0.47024924,0.045317,0.005090106,0.002691569,0.00005376496,0.0004946651,0.009879672],"genre_scores_gemma":[0.498961,0.00041275745,0.263481,0.22842768,0.004387488,0.00063865306,0.00009783963,0.00010237531,0.0034912042],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969416,0.00037183988,0.001307224,0.0004299075,0.0002610086,0.00068840076],"domain_scores_gemma":[0.997973,0.00056621316,0.00034805713,0.00041937875,0.00018962822,0.0005036913],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001307119,0.0002280517,0.00033073203,0.00027326125,0.00078110944,0.000113303235,0.0004109274,0.00018114033,0.003251871],"category_scores_gemma":[0.00012523195,0.00019320037,0.00006185432,0.00041980407,0.00003900084,0.00032676617,0.00026806447,0.00056619634,0.0014951304],"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":[0.00016166853,0.000096022326,0.4182093,0.0003467572,0.000014868693,0.0000029278292,0.006430037,0.000049858732,9.63494e-8,0.00066687935,0.44542244,0.12859914],"study_design_scores_gemma":[0.00097386225,0.000088601344,0.26983142,0.000089505265,0.000008721427,0.0000063728685,0.00037950548,0.001298626,1.3433058e-7,0.00026154023,0.7268365,0.00022524862],"about_ca_topic_score_codex":0.00023611447,"about_ca_topic_score_gemma":0.000019627732,"teacher_disagreement_score":0.28141403,"about_ca_system_score_codex":0.00007173868,"about_ca_system_score_gemma":0.00010600647,"threshold_uncertainty_score":0.9992823},"labels":[],"label_agreement":null},{"id":"W2145608131","doi":"10.1192/pb.38.1.46a","title":"Looking at vanishing treatment effect in Europe","year":2014,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health","funders":"","keywords":"Content (measure theory); Action (physics); Computer science; Mathematics; Physics","score_opus":0.00819494282722654,"score_gpt":0.28992686924937955,"score_spread":0.281731926422153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145608131","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":[0.7675946,0.0035939186,0.00004946794,0.0027618306,0.0054207304,0.00064124627,0.000007048,0.00016709027,0.21976413],"genre_scores_gemma":[0.988323,0.00018456919,0.00050398905,0.0033623362,0.0011648808,0.0001647935,0.00002730133,0.00007327046,0.0061958735],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729496,0.00050515006,0.0005370722,0.0006968119,0.00022833238,0.0007376708],"domain_scores_gemma":[0.9985968,0.00040293863,0.00020095207,0.00056251354,0.000029120045,0.00020766008],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070470513,0.00035177427,0.00043356858,0.00028153448,0.00019390663,0.00003369937,0.00029248098,0.00016141187,0.0024773888],"category_scores_gemma":[0.000012857017,0.0002929766,0.00013435475,0.0008009483,0.000024764748,0.000029203888,0.00007702874,0.00022579299,0.0053808573],"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":[0.0021509014,0.002034336,0.5127642,0.0005226303,0.00017748523,0.000119288845,0.010290809,0.000034567198,0.000100072386,0.006658763,0.1747826,0.29036433],"study_design_scores_gemma":[0.004969767,0.0018503028,0.060160115,0.000045523197,0.00007778471,0.000053430336,0.00030871958,0.000025116044,0.00003203934,0.00016874245,0.93186903,0.0004394095],"about_ca_topic_score_codex":0.0037885807,"about_ca_topic_score_gemma":0.001293644,"teacher_disagreement_score":0.75708646,"about_ca_system_score_codex":0.00025330257,"about_ca_system_score_gemma":0.00002686189,"threshold_uncertainty_score":0.99995226},"labels":[],"label_agreement":null},{"id":"W2147430630","doi":"10.1192/pb.29.1.13","title":"The Camberwell Assessment of Need: comparison of assessments by staff and patients in an inner-city and a semi-rural community area","year":2005,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Concordance; Inner city; Medicine; Mentally ill; Seclusion; Rural area; Gerontology; Family medicine; Psychiatry; Mental health; Geography; Mental illness","score_opus":0.02128225980089131,"score_gpt":0.3759612006915964,"score_spread":0.35467894089070506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147430630","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":[0.9903586,0.0023638566,0.000022718228,0.0007477418,0.00051422184,0.00056979037,0.000111667694,0.0000174896,0.0052938946],"genre_scores_gemma":[0.9984266,0.00033912226,0.000702359,0.00025513492,0.000049396804,0.000038958082,0.00007112415,0.000018733885,0.000098552366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749774,0.000639159,0.0008900165,0.00025945908,0.00031979248,0.000393815],"domain_scores_gemma":[0.9983207,0.00036285282,0.0005661317,0.00049201737,0.00009175689,0.00016654882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007860549,0.00023261916,0.00045322283,0.00015163963,0.00024671093,0.000025256939,0.00032204867,0.00015342786,0.00012993705],"category_scores_gemma":[0.0000044802036,0.00019055189,0.00004783487,0.00035456874,0.00013500213,0.000068599846,0.0001362407,0.0005596744,0.000003196565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002654091,0.004080741,0.95317924,0.00013196222,0.000037916674,1.5480224e-7,0.00393579,0.000003218894,0.000015835858,0.00018667747,0.018121567,0.020041464],"study_design_scores_gemma":[0.0046347342,0.0026110776,0.9336789,0.000056647492,0.00007310922,0.000003475556,0.038208768,0.00030591007,0.00001704901,0.00011766028,0.01999375,0.00029890233],"about_ca_topic_score_codex":0.014415672,"about_ca_topic_score_gemma":0.007904057,"teacher_disagreement_score":0.03427298,"about_ca_system_score_codex":0.00007125961,"about_ca_system_score_gemma":0.000048620772,"threshold_uncertainty_score":0.99214745},"labels":[],"label_agreement":null},{"id":"W2147883283","doi":"10.1192/pb.bp.107.018325","title":"Problems across care pathways in specialist adult eating disorder services","year":2009,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":55,"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":"Inefficiency; Attrition; Referral; Medicine; Eating disorders; Quarter (Canadian coin); Specialist care; Care pathway; Psychiatry; Psychology; Nursing; Family medicine; Primary care; Health care; Dentistry; Geography","score_opus":0.009722525353750806,"score_gpt":0.27854143338032605,"score_spread":0.26881890802657527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147883283","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":[0.94690126,0.0037322126,0.000027790036,0.002004409,0.0010034937,0.0005378997,0.00003595591,0.000175915,0.045581084],"genre_scores_gemma":[0.99622715,0.000036154754,0.001075991,0.0012526511,0.00045549462,0.00007967168,0.00006395463,0.000042909374,0.00076602516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762315,0.000113507405,0.0005863932,0.0006619578,0.00025957156,0.00075544737],"domain_scores_gemma":[0.99907297,0.000038959748,0.0002231098,0.00047141965,0.00009580406,0.00009771812],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018387694,0.00031989033,0.0003237698,0.00013458377,0.00026254542,0.00009352221,0.00040917768,0.00023500776,0.001371966],"category_scores_gemma":[0.000013523685,0.00030741582,0.0001401729,0.0006258532,0.000042922893,0.000038504742,0.00004329087,0.00041190075,0.0006675252],"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":[0.00008080993,0.001256392,0.89005244,0.00014779098,0.0000108355125,0.000025571073,0.0392576,0.00004803363,0.000026078238,0.0020368153,0.005736088,0.061321538],"study_design_scores_gemma":[0.003951414,0.0008205572,0.88342935,0.00015016741,0.000041671883,0.000016829263,0.05881054,0.000018277646,0.0000026061073,0.00087238796,0.050979085,0.0009071306],"about_ca_topic_score_codex":0.0033883774,"about_ca_topic_score_gemma":0.0027269165,"teacher_disagreement_score":0.060414407,"about_ca_system_score_codex":0.000044121327,"about_ca_system_score_gemma":0.000018952313,"threshold_uncertainty_score":0.9999378},"labels":[],"label_agreement":null},{"id":"W2153051177","doi":"10.1192/pb.26.8.310-a","title":"Psychiatry in post-apartheid Namibia: a troubled legacy","year":2002,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":12,"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 Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Mental health; Context (archaeology); Psychiatry; History of psychiatry; Foundation (evidence); Mental health care; Psychology; Medicine; Political science; History; Law","score_opus":0.011024879680296197,"score_gpt":0.2488757871595291,"score_spread":0.2378509074792329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153051177","genre_codex":"other","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":[0.2813094,0.014473847,0.000021878659,0.28751546,0.0052815597,0.00060459663,0.000013404096,0.00023535712,0.4105445],"genre_scores_gemma":[0.9791736,0.00277028,0.0016188315,0.0040534297,0.0021921196,0.000045577217,0.000012368929,0.00003805058,0.010095767],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977176,0.00029157108,0.0004284736,0.00045743844,0.0004412065,0.00066369894],"domain_scores_gemma":[0.9990798,0.00008107164,0.00015334747,0.0003704777,0.00009298377,0.00022231047],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005650951,0.000213629,0.000245572,0.00025592232,0.00069336436,0.0001567819,0.0005155116,0.00019328596,0.009965021],"category_scores_gemma":[0.00010712999,0.00021909946,0.00016140193,0.0009473971,0.000116277384,0.00018096413,0.000019363843,0.00032319524,0.0017955082],"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":[0.00008157617,0.0022332517,0.12691605,0.0000483455,0.00005173657,0.000006845288,0.025501017,0.000009481496,0.000002766958,0.08343278,0.74703556,0.014680575],"study_design_scores_gemma":[0.001138933,0.00006392207,0.03996878,0.000018947869,0.000024615952,0.00000567604,0.006074259,0.000015327498,4.7388875e-7,0.0022112953,0.9501364,0.00034131805],"about_ca_topic_score_codex":0.005316893,"about_ca_topic_score_gemma":0.013813348,"teacher_disagreement_score":0.6978642,"about_ca_system_score_codex":0.000110614164,"about_ca_system_score_gemma":0.0002705684,"threshold_uncertainty_score":0.9989817},"labels":[],"label_agreement":null},{"id":"W2156280460","doi":"10.1192/pb.25.10.371","title":"Does involuntary out-patient treatment work?","year":2001,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Healthcare Decision-Making and Restraints","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Involuntary treatment; Harm; Statute; Medicine; Psychiatry; Mental illness; Mental health; Psychology; Law; Social psychology; Political science","score_opus":0.027120374733041953,"score_gpt":0.3230285441383477,"score_spread":0.29590816940530573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156280460","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":[0.8936947,0.0023243774,0.00019430161,0.036389288,0.013301354,0.0006507558,0.000024722718,0.00026682127,0.053153705],"genre_scores_gemma":[0.9730575,0.00042078568,0.0018526921,0.0025537282,0.0013342272,0.00014009644,0.000021646729,0.00006018828,0.02055914],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975963,0.00025663577,0.0005507462,0.0006433052,0.00029688902,0.0006561023],"domain_scores_gemma":[0.99852484,0.00024119379,0.0001592331,0.0007320722,0.000053368978,0.00028928294],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021613356,0.00031835973,0.0003321492,0.00023311863,0.00020328216,0.000032603868,0.00024407664,0.00023915262,0.010057855],"category_scores_gemma":[0.000039404404,0.0001710748,0.0002132491,0.0003932871,0.00005713741,0.000013151072,0.00003627043,0.0002645818,0.009612116],"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":[0.00059429096,0.0016339589,0.042498134,0.000013346343,0.00017203864,0.0016306454,0.0055251224,0.00000945189,0.0000016310445,0.00020427989,0.17808403,0.76963305],"study_design_scores_gemma":[0.00088256167,0.00052516017,0.025340647,0.000027195729,0.000035077355,0.00014829687,0.0014121677,0.0000013782327,0.0000013306279,0.0005794128,0.9707794,0.00026734336],"about_ca_topic_score_codex":0.0010603829,"about_ca_topic_score_gemma":0.00013226534,"teacher_disagreement_score":0.7926954,"about_ca_system_score_codex":0.00013543836,"about_ca_system_score_gemma":0.000057743033,"threshold_uncertainty_score":0.991159},"labels":[],"label_agreement":null},{"id":"W2158155734","doi":"10.1192/pb.bp.107.018358","title":"Liaison psychiatrist in a specialist diabetes centre","year":2008,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Diabetes Management and Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kensington Health","funders":"","keywords":"Referral; Psychiatry; Medicine; Diabetes mellitus; Mood; Mood disorders; Family medicine; Anxiety","score_opus":0.011744181059436988,"score_gpt":0.2358299559526377,"score_spread":0.22408577489320072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158155734","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":[0.8816168,0.0014048961,0.000008300767,0.039416745,0.0016714574,0.00048838573,0.00000301919,0.000108964865,0.07528148],"genre_scores_gemma":[0.9805321,0.00027641628,0.0030303402,0.0020665831,0.0017222292,0.00002675881,0.00006006427,0.000038841707,0.012246684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845296,0.000042503794,0.00038486716,0.00037670715,0.00027723954,0.00046573562],"domain_scores_gemma":[0.99931794,0.000035306846,0.00010993018,0.00034325226,0.00004530951,0.00014827849],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020236726,0.00019690118,0.00030036448,0.00038712335,0.000107698834,0.000021136982,0.00013165786,0.00008949366,0.002186231],"category_scores_gemma":[0.000064343396,0.00019226348,0.0001319232,0.0007443689,0.000057041383,0.00003597808,0.000030183613,0.00022297334,0.001594759],"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":[0.000043033655,0.00053855166,0.607263,0.00007669097,0.000012897384,0.0000071898294,0.00016412699,0.0000010424651,0.000007461922,0.00024494468,0.3900054,0.0016355963],"study_design_scores_gemma":[0.0016865146,0.00010657503,0.5291328,0.000031083753,0.00006023231,0.0000043609266,0.0001387423,0.000026161691,0.000016211401,0.0001669954,0.46843785,0.00019248067],"about_ca_topic_score_codex":0.00009069915,"about_ca_topic_score_gemma":0.000020592008,"teacher_disagreement_score":0.09891533,"about_ca_system_score_codex":0.000078674115,"about_ca_system_score_gemma":0.00006716715,"threshold_uncertainty_score":0.99918264},"labels":[],"label_agreement":null},{"id":"W2161941267","doi":"10.1192/pb.31.1.13","title":"Professional staff and carers' views of an integrated mental health service for adults with learning disabilities","year":2006,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Learning Partnership","funders":"","keywords":"Mental health; Learning disability; Mental health service; Service (business); Nursing; Health professionals; Psychology; Challenging behaviour; Medicine; Medical education; Psychiatry; Health care","score_opus":0.02273873024140847,"score_gpt":0.3369080644980908,"score_spread":0.3141693342566823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161941267","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":[0.8275076,0.0008682002,0.00008783118,0.16897702,0.00028794952,0.0008440162,0.000049975115,0.00006639791,0.0013109859],"genre_scores_gemma":[0.9936424,0.0001512506,0.0044907,0.00050803955,0.00020853493,0.000055232184,0.00010229258,0.000012989605,0.0008285709],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867594,0.0003405498,0.00029899963,0.00020715882,0.0002414971,0.00023588062],"domain_scores_gemma":[0.99930745,0.00011791002,0.00018060106,0.00007255693,0.00023694569,0.00008454856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007604319,0.00009398688,0.00017073136,0.0000629553,0.00056875986,0.000017625052,0.00008568474,0.00006649404,0.00011684687],"category_scores_gemma":[0.00004749006,0.00007435446,0.000019760113,0.00030413776,0.000100196245,0.00004267493,0.00001022481,0.00015645388,0.0000026734222],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002585933,0.003149404,0.0508892,0.0041663614,0.00006144332,6.331752e-7,0.51506776,0.000037956997,0.000011750682,0.13593867,0.1019789,0.18611197],"study_design_scores_gemma":[0.00070804503,0.00055097963,0.00106475,0.00008809631,0.0000027600954,6.1228866e-7,0.33899656,0.00003388254,0.0000018673127,0.00017241307,0.6582798,0.00010022546],"about_ca_topic_score_codex":0.0077645755,"about_ca_topic_score_gemma":0.038776696,"teacher_disagreement_score":0.5563009,"about_ca_system_score_codex":0.000059437014,"about_ca_system_score_gemma":0.00035087575,"threshold_uncertainty_score":0.99884284},"labels":[],"label_agreement":null},{"id":"W2162720262","doi":"10.1192/pb.27.1.7","title":"Acute mental health admissions in inner London: changes in patient characteristics and clinical admission thresholds between 1988 and 1998","year":2002,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Emergency and Acute Care Studies","field":"Medicine","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":"Kensington Health","funders":"Medical Research Council","keywords":"Medicine; Mental health; Hospital admission; Mental health service; Acute hospital; Population; Emergency medicine; Psychiatry; Health care; Internal medicine; Environmental health","score_opus":0.025899743526229587,"score_gpt":0.31995843526817896,"score_spread":0.2940586917419494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162720262","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":[0.86845857,0.020145545,0.0000016927813,0.10990832,0.000468389,0.0005160131,0.000082271676,0.000026816959,0.00039241198],"genre_scores_gemma":[0.8645459,0.1299542,0.0007552776,0.0039146594,0.0004243852,0.000023211769,0.00006793648,0.000025579862,0.00028886844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983266,0.000098555654,0.0006376673,0.00040555812,0.000191868,0.00033974298],"domain_scores_gemma":[0.9991825,0.000076818906,0.00015110133,0.00016990518,0.000020570582,0.00039908796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002805124,0.00020788822,0.0005477898,0.00020883442,0.00012729378,0.000008600255,0.000053106935,0.00013593689,0.00028831302],"category_scores_gemma":[0.00011276219,0.00016528823,0.0000531884,0.0002835322,0.000062469706,0.000018477482,0.00011788865,0.00041535732,0.000017001435],"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":[0.00012755167,0.00038614872,0.792333,0.00010521763,0.000049405404,0.000036513902,0.0010651068,1.3208966e-8,0.000007499967,0.000010618556,0.12430244,0.0815765],"study_design_scores_gemma":[0.0032254816,0.0017389059,0.5451616,0.00042718608,0.0000941572,0.00005207578,0.00042499497,0.00004255218,0.0000056159524,0.000025816422,0.44852817,0.0002734393],"about_ca_topic_score_codex":0.000059131653,"about_ca_topic_score_gemma":0.00008486316,"teacher_disagreement_score":0.32422575,"about_ca_system_score_codex":0.000039256673,"about_ca_system_score_gemma":0.00003295907,"threshold_uncertainty_score":0.67402583},"labels":[],"label_agreement":null},{"id":"W2166014048","doi":"10.1192/pb.bp.108.019430","title":"Religion and mental health: what should psychiatrists do?","year":2008,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Religion, Spirituality, and Psychology","field":"Social Sciences","cited_by":121,"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 illness; Mental health; Psychological intervention; Psychopathology; Referral; Prejudice (legal term); Psychiatry; Psychology; Psychotherapist; Medicine; Clinical psychology; Social psychology; Nursing","score_opus":0.034182321736222834,"score_gpt":0.34260948222614057,"score_spread":0.30842716048991775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166014048","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18982749,0.12215942,0.00010529245,0.64280784,0.009280581,0.0008986348,0.000012162853,0.00028839,0.0346202],"genre_scores_gemma":[0.508377,0.41922006,0.005222397,0.057815734,0.0042817015,0.00006111405,0.00003707325,0.00008252517,0.0049023675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971108,0.00050081377,0.0005321263,0.00062939565,0.00055277883,0.0006740899],"domain_scores_gemma":[0.99882764,0.000101563346,0.0002376233,0.00035873736,0.000062616906,0.0004118206],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011056166,0.00023991492,0.00034392666,0.00020284731,0.0016837672,0.0001471098,0.00032893717,0.0002675079,0.0003744173],"category_scores_gemma":[0.000043029908,0.00023965874,0.00014725483,0.0005210216,0.00046841052,0.00013994423,0.00004477974,0.00031343702,0.0004252625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006597188,0.00016872147,0.027116904,0.000021308679,0.0000143227535,0.0000034937602,0.011129203,2.787225e-7,9.489714e-7,0.008600621,0.9481031,0.004775128],"study_design_scores_gemma":[0.00089585,0.00017420873,0.009063056,0.000022217602,0.000008269416,0.00006337864,0.0027384702,6.6548375e-7,4.0704745e-7,0.0039533298,0.98279446,0.00028566975],"about_ca_topic_score_codex":0.01053734,"about_ca_topic_score_gemma":0.0015993579,"teacher_disagreement_score":0.5849921,"about_ca_system_score_codex":0.00007784668,"about_ca_system_score_gemma":0.00019020702,"threshold_uncertainty_score":0.9996159},"labels":[],"label_agreement":null},{"id":"W2166063547","doi":"10.1192/pb.bp.106.012880","title":"Antipsychotic prescribing patterns in care homes and relationship with dementia","year":2007,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":22,"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":"University of Leeds","keywords":"Antipsychotic; Dementia; Medicine; Psychiatry; Quarter (Canadian coin); Intervention (counseling); Family medicine; Pediatrics; Schizophrenia (object-oriented programming); Internal medicine; Disease","score_opus":0.015050849789405196,"score_gpt":0.2719446093122548,"score_spread":0.2568937595228496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166063547","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":[0.9860606,0.008732271,0.0004223646,0.0026842682,0.00007008406,0.0004782522,0.0000038885605,0.000036711244,0.001511545],"genre_scores_gemma":[0.99026626,0.00018098092,0.009215415,0.000094179915,0.00008765933,0.000016356566,0.000022814787,0.000019162762,0.000097171294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998918,0.000030986343,0.00019741604,0.0002781982,0.00024943435,0.0003259641],"domain_scores_gemma":[0.999452,0.00009840024,0.00004132049,0.0002001625,0.00003816743,0.00016994622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020778587,0.00012777472,0.0001576791,0.00030040822,0.000077312856,0.000021980204,0.000045085966,0.000054853204,0.00014179052],"category_scores_gemma":[0.000028536262,0.00009689399,0.000031949516,0.00026603774,0.000029511457,0.000020090341,0.000017221808,0.0002184829,0.000040728635],"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":[0.0021701793,0.00013840679,0.9902702,0.00013677226,0.000048983795,0.00011508125,0.00020337867,0.000001005886,0.0000032526866,0.0002516934,0.00038952503,0.006271509],"study_design_scores_gemma":[0.0055208113,0.0003583443,0.9921422,0.000114744704,0.0000934074,0.00007534983,0.0006543728,0.000004032111,0.000023438508,0.00008437425,0.0008290719,0.00009982883],"about_ca_topic_score_codex":0.00016497997,"about_ca_topic_score_gemma":0.00061746826,"teacher_disagreement_score":0.008793051,"about_ca_system_score_codex":0.000045871126,"about_ca_system_score_gemma":0.000050758776,"threshold_uncertainty_score":0.39512223},"labels":[],"label_agreement":null},{"id":"W2168939156","doi":"10.1192/pb.25.7.264","title":"Developing a child and adolescent mental health service for children with learning disabilities","year":2001,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Audit; Referral; Service (business); Mental health; Learning disability; Mental health service; Medicine; Psychology; Medical education; Nursing; Psychiatry; Business","score_opus":0.0289429351908745,"score_gpt":0.3429229714819726,"score_spread":0.3139800362910981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168939156","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":[0.5057335,0.003991791,0.0024715653,0.48017478,0.00069810735,0.004863556,0.00006487406,0.0003593325,0.0016425075],"genre_scores_gemma":[0.8913381,0.005154949,0.012188056,0.08647732,0.0026362096,0.00011339877,0.00030328942,0.00016007487,0.0016285907],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974874,0.00029971087,0.0005784176,0.00052201154,0.00022486165,0.00088754634],"domain_scores_gemma":[0.9989787,0.0001396832,0.00030382333,0.00021186168,0.00008099666,0.0002849676],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006327183,0.00027895707,0.0003867605,0.000111777365,0.002557703,0.000020703568,0.00014699809,0.00010869286,0.00015226584],"category_scores_gemma":[0.000053609117,0.00022645215,0.000053258413,0.0003270782,0.000046401972,0.000039979892,0.00009043967,0.000760109,0.00009818218],"study_design_candidate":"observational","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":[0.00048308665,0.000221692,0.9169973,0.0015546249,0.000041576946,1.8119431e-7,0.006162453,0.000007867691,3.8148085e-7,0.0021649767,0.06540109,0.0069647743],"study_design_scores_gemma":[0.004241928,0.00031764148,0.4527533,0.0013632642,0.000022078502,0.000046989855,0.010740499,0.000036379468,3.3612548e-7,0.00013630067,0.52994627,0.00039501677],"about_ca_topic_score_codex":0.0003074588,"about_ca_topic_score_gemma":0.0003662903,"teacher_disagreement_score":0.46454516,"about_ca_system_score_codex":0.0002240278,"about_ca_system_score_gemma":0.00034697886,"threshold_uncertainty_score":0.99874085},"labels":[],"label_agreement":null},{"id":"W2173584950","doi":"10.1192/pb.24.11.429","title":"Preparing for a consultant post in child and adolescent psychiatry: a practical guide for specialist registrars","year":2000,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Scope (computer science); Child and adolescent psychiatry; Anxiety; Psychology; Psychiatry; Service (business); Ideal (ethics); Medicine; Political science; Computer science; Business","score_opus":0.026804311439525202,"score_gpt":0.38136632001874166,"score_spread":0.35456200857921644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2173584950","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1359964,0.006438374,0.0014715918,0.74812585,0.0055534644,0.020677377,0.0009676201,0.0004605631,0.080308735],"genre_scores_gemma":[0.5895222,0.010074733,0.19744818,0.15664783,0.024434451,0.0014196732,0.0006192837,0.00061506743,0.019218596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966366,0.00022986687,0.0011912057,0.0007551117,0.00021009201,0.0009770702],"domain_scores_gemma":[0.99833494,0.000481891,0.00033371738,0.00040683328,0.00012258496,0.0003200535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011286064,0.00030923012,0.00049647974,0.00016618775,0.00088552886,0.0000309568,0.0001748691,0.00027392627,0.00048628237],"category_scores_gemma":[0.0005314871,0.00029088015,0.0001416255,0.00027676864,0.00007686807,0.000047975438,0.000043225118,0.0007563995,0.000105433],"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":[0.0030678555,0.0009918704,0.021686507,0.0021494965,0.000024569317,0.000002355463,0.00070519047,0.000003154247,0.0000045376737,0.012754792,0.9495967,0.00901296],"study_design_scores_gemma":[0.006693171,0.00024330814,0.039186925,0.00096065877,0.00005489121,0.000034681056,0.0009595129,0.00008245299,4.965796e-7,0.00081707316,0.9506319,0.00033490642],"about_ca_topic_score_codex":0.00020371685,"about_ca_topic_score_gemma":0.00079289795,"teacher_disagreement_score":0.59147805,"about_ca_system_score_codex":0.00014436997,"about_ca_system_score_gemma":0.00064488425,"threshold_uncertainty_score":0.99995434},"labels":[],"label_agreement":null},{"id":"W2175256223","doi":"10.1192/pb.25.6.219","title":"Psychiatrists' views of in-patient child and adolescent mental health services: a survey of members of the child and adolescent faculty of the College","year":2001,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Child and Adolescent Health","field":"Health Professions","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":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Child and adolescent psychiatry; Mental health; Psychiatry; Medicine; Family medicine; Psychology","score_opus":0.026098931205834952,"score_gpt":0.33146349677325126,"score_spread":0.3053645655674163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175256223","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":[0.94947046,0.01090859,0.000003248052,0.03121392,0.0012486872,0.004153326,0.001357493,0.000014611406,0.0016296776],"genre_scores_gemma":[0.9893559,0.0053125424,0.00014344219,0.0049776165,0.0000865932,0.000007990342,0.000028171527,0.000033709017,0.000053986158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99457586,0.0015786018,0.0021665033,0.00048360415,0.00062606216,0.0005693996],"domain_scores_gemma":[0.9965195,0.00009969516,0.0022833855,0.0007212005,0.0001698839,0.00020632427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016133677,0.0003403767,0.0009555532,0.00019222884,0.00051477854,0.0000029529783,0.00046447996,0.00018574897,0.00008096599],"category_scores_gemma":[0.000048013295,0.00021517991,0.00019746649,0.0011082619,0.00022743142,0.00002586559,0.00035820928,0.00085623347,0.000002277686],"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":[0.00062965025,0.0016880825,0.95682025,0.007091538,0.00003257368,1.390807e-7,0.0050744736,0.000009558687,0.000007506265,0.000228118,0.027590826,0.0008272787],"study_design_scores_gemma":[0.0034810181,0.00021195784,0.9565319,0.0059961407,0.00003299652,0.00001068606,0.0041874535,0.00003004809,0.000016445536,0.000029907,0.029301109,0.00017035035],"about_ca_topic_score_codex":0.0039327308,"about_ca_topic_score_gemma":0.0054020965,"teacher_disagreement_score":0.039885502,"about_ca_system_score_codex":0.00011016249,"about_ca_system_score_gemma":0.00035996235,"threshold_uncertainty_score":0.8774782},"labels":[],"label_agreement":null},{"id":"W4231196685","doi":"10.1192/pb.30.12.469","title":"Monitoring the physical health of psychiatric patients on psychotropic drugs","year":2006,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Psychiatry; Physical health; Action (physics); Medicine; Psychology; Mental health","score_opus":0.007914617889667694,"score_gpt":0.2674202939096702,"score_spread":0.2595056760200025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231196685","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":[0.9735852,0.0004735434,0.000015736798,0.013837561,0.0014047379,0.00076698995,0.000014519886,0.000100240744,0.009801477],"genre_scores_gemma":[0.99499506,0.00007041757,0.00074434315,0.00057848054,0.0031217933,0.000036669593,0.000012166635,0.000056930043,0.000384141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735844,0.00015796456,0.0005332636,0.0005262587,0.0008822743,0.00054180867],"domain_scores_gemma":[0.9983816,0.00018911599,0.00040346902,0.00072986365,0.00012530787,0.0001706569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018824276,0.00033443683,0.0005973807,0.00019616475,0.00021875006,0.000019921956,0.0002917091,0.00008649058,0.000054976972],"category_scores_gemma":[0.000026347578,0.00023519727,0.0003672291,0.0008349428,0.00010272883,0.000028686489,0.00005658671,0.0005786249,0.00035972026],"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":[0.00025390432,0.03187851,0.8926203,0.00030061437,0.00006815703,0.0000010449567,0.00015783771,0.000025419735,0.00002284263,0.0033292365,0.062151458,0.009190651],"study_design_scores_gemma":[0.0025209822,0.0016066771,0.98059154,0.000052970125,0.000099637866,0.0000017680316,0.00004491162,0.0000231793,0.0001269307,0.0027065047,0.012014192,0.00021070882],"about_ca_topic_score_codex":0.0005114954,"about_ca_topic_score_gemma":0.0000039438746,"teacher_disagreement_score":0.08797121,"about_ca_system_score_codex":0.00011831525,"about_ca_system_score_gemma":0.000074374286,"threshold_uncertainty_score":0.9591066},"labels":[],"label_agreement":null},{"id":"W4237829037","doi":"10.1017/s0955603600002932","title":"Women in academic psychiatry in the United Kingdom","year":2003,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":7,"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":"Medical Research Council; Wellcome Trust","keywords":"Psychiatry; Psychology; Kingdom; Medicine; Service (business); Family medicine; Medical education","score_opus":0.040746815472467536,"score_gpt":0.3050059797106447,"score_spread":0.26425916423817714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237829037","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":[0.8357046,0.00059374,0.000014024192,0.055871535,0.0014681456,0.00029154474,0.000001521319,0.00003610218,0.10601874],"genre_scores_gemma":[0.9893164,0.00032311853,0.00027489325,0.008951777,0.00032948062,0.000027800326,0.0000026402931,0.000007733479,0.0007661496],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99741006,0.000804305,0.00025054422,0.00022687843,0.00067733345,0.00063088886],"domain_scores_gemma":[0.9994169,0.0001854967,0.000072212286,0.00018759008,0.000026137877,0.00011166568],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005972078,0.00010773192,0.00015073363,0.0003848456,0.0002476974,0.000040595616,0.0007915981,0.00018135316,0.0012014603],"category_scores_gemma":[0.00041781322,0.0000886242,0.000043261352,0.0022710836,0.00017217231,0.000035503726,0.000023497876,0.0007046451,0.00021605329],"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":[0.000039316994,0.00021751267,0.59171116,0.000019161856,0.000007316464,0.000011687941,0.03697825,0.000024069022,5.499883e-7,0.23688473,0.13349625,0.0006100045],"study_design_scores_gemma":[0.00089534215,0.000037611982,0.02675626,0.000020037456,0.000007670065,0.0000017853234,0.07876259,0.0000012388622,1.14387724e-7,0.010701041,0.88268936,0.00012695555],"about_ca_topic_score_codex":0.0034433333,"about_ca_topic_score_gemma":0.0008909194,"teacher_disagreement_score":0.7491931,"about_ca_system_score_codex":0.00014553513,"about_ca_system_score_gemma":0.00020651922,"threshold_uncertainty_score":0.9997116},"labels":[],"label_agreement":null},{"id":"W4239837959","doi":"10.1017/s0955603600003639","title":"A standard liaison psychiatry service structure?","year":2003,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Psychiatric care and mental health services","field":"Psychology","cited_by":7,"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":"Multidisciplinary approach; Liaison psychiatry; Service (business); Quarter (Canadian coin); Medicine; General hospital; Psychiatry; Nursing; Clinical psychiatry; Mental health; Family medicine; Business; Political science","score_opus":0.010748350012815603,"score_gpt":0.29353706048787936,"score_spread":0.28278871047506376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239837959","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":[0.522239,0.03184087,0.00059847604,0.025794638,0.049853213,0.001892912,0.00036830246,0.0008132415,0.3665993],"genre_scores_gemma":[0.9383734,0.00021611173,0.02228958,0.032113995,0.0021860467,0.00017756232,0.00007797464,0.00020539752,0.004359929],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959576,0.00036462356,0.0008816284,0.0010470228,0.0005822522,0.0011668309],"domain_scores_gemma":[0.99774605,0.0001083067,0.0003876728,0.0010941732,0.00016495163,0.000498843],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005023365,0.00055312837,0.0005475011,0.00036274575,0.00040818102,0.000073661904,0.0005791847,0.0004092313,0.027139723],"category_scores_gemma":[0.000010020386,0.0005328454,0.00024246899,0.0015748354,0.00004604421,0.00006230756,0.000051554212,0.0006483474,0.0040562893],"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":[0.0012652323,0.0010095697,0.048612263,0.00061589415,0.000275912,0.00002260192,0.0043826285,0.0000084989315,0.00002652388,0.12520516,0.80979705,0.008778669],"study_design_scores_gemma":[0.0036863687,0.00049358315,0.007974673,0.00003679989,0.00014279084,0.00022134284,0.004853974,0.0000016831399,0.000018940009,0.008128554,0.97371274,0.00072855403],"about_ca_topic_score_codex":0.0013649354,"about_ca_topic_score_gemma":0.001416728,"teacher_disagreement_score":0.41613436,"about_ca_system_score_codex":0.000117071366,"about_ca_system_score_gemma":0.00029664193,"threshold_uncertainty_score":0.9997123},"labels":[],"label_agreement":null},{"id":"W4249497732","doi":"10.1192/s0955603600024089","title":"BJU volume 25 issue 12 Cover and Back matter","year":2001,"lang":"en","type":"paratext","venue":"Psychiatric Bulletin","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"University of Cambridge; British Psychological Society; Great Britain Sasakawa Foundation; World Health Organization; Eli Lilly and Company","keywords":"Cover (algebra); Volume (thermodynamics); Content (measure theory); Mathematics; Engineering; Physics; Mechanical engineering","score_opus":0.017069949414237395,"score_gpt":0.1991494600119583,"score_spread":0.1820795105977209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249497732","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012425371,0.022497118,0.00014832604,0.0050612865,0.019244608,0.00035301925,0.0017315454,0.000017122862,0.9508227],"genre_scores_gemma":[0.00014428487,0.00991501,0.0006584154,0.0025045415,0.0016930313,0.000033261997,0.000120315366,0.000077107194,0.98485404],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969523,0.000020104757,0.0009778703,0.001319426,0.000055549546,0.00067477697],"domain_scores_gemma":[0.99840623,0.000039518764,0.00070931274,0.0006415805,0.00002888003,0.00017444722],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041069288,0.0005163958,0.0010777893,0.00047292514,0.00023773727,0.0002950365,0.00046591417,0.00042085402,0.9195966],"category_scores_gemma":[0.000015897764,0.0006026978,0.0002691597,0.0002259548,0.00018667449,0.00007848167,0.00028579854,0.0003882469,0.9885381],"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":[0.000015414664,0.00006625617,0.0064953747,0.00012936797,0.00014247827,0.0000015578877,0.00011706518,0.000012832987,2.3530076e-8,0.00023220878,0.9926649,0.00012253156],"study_design_scores_gemma":[0.00070525665,0.000036030375,0.0011774596,0.000022368493,0.000030418842,0.000010585028,0.000076511686,0.00003523792,1.0044145e-7,0.00012947842,0.99707764,0.00069891254],"about_ca_topic_score_codex":0.00056498044,"about_ca_topic_score_gemma":0.0000020819286,"teacher_disagreement_score":0.06894146,"about_ca_system_score_codex":0.000108482476,"about_ca_system_score_gemma":0.000022226826,"threshold_uncertainty_score":0.99964243},"labels":[],"label_agreement":null},{"id":"W4249800971","doi":"10.1017/s0955603600002531","title":"Developing early intervention services in the NHS: a survey to guide workforce and training needs","year":2003,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":13,"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":"Psychosocial; Intervention (counseling); Psychological intervention; Workforce; Quarter (Canadian coin); Mental health; Medicine; Psychosis; Psychiatry; Service (business); Nursing; Psychology","score_opus":0.045027504680771005,"score_gpt":0.32711880700221424,"score_spread":0.28209130232144325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249800971","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":[0.9846731,0.0017623107,0.0005357395,0.009820717,0.000102134145,0.0005369438,0.0000026098573,0.000022225799,0.002544265],"genre_scores_gemma":[0.9834901,0.00009393078,0.014902449,0.000944036,0.00005831011,0.00007473927,0.000011234702,0.000014454523,0.00041073447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868464,0.00027956552,0.00027250705,0.00020903739,0.00024640386,0.00030785607],"domain_scores_gemma":[0.99941605,0.00018457626,0.00004449721,0.00018976616,0.000047708454,0.000117418094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014029485,0.00012824284,0.00017699442,0.0002791202,0.00008081703,0.000060892628,0.000106222666,0.00004858079,0.000078734294],"category_scores_gemma":[0.00017076808,0.00008810424,0.00005084395,0.0008441983,0.000013522773,0.000019984107,0.000023079361,0.00016725509,0.00008485316],"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":[0.0018500342,0.000250144,0.90463185,0.00014202076,0.000081836486,0.000045779783,0.0052939462,0.0000032361154,0.0000034115897,0.005219462,0.0025254993,0.0799528],"study_design_scores_gemma":[0.0032844287,0.00039405472,0.95859164,0.00018680315,0.00002801554,0.000059283335,0.003041305,0.000008022384,0.000007953633,0.00047494698,0.033800434,0.00012310536],"about_ca_topic_score_codex":0.0014516637,"about_ca_topic_score_gemma":0.0015813897,"teacher_disagreement_score":0.07982969,"about_ca_system_score_codex":0.000058058537,"about_ca_system_score_gemma":0.00006443015,"threshold_uncertainty_score":0.35927868},"labels":[],"label_agreement":null},{"id":"W4254823563","doi":"10.1192/pb.27.7.254","title":"Developing early intervention services in the NHS: a survey to guide workforce and training needs","year":2003,"lang":"en","type":"article","venue":"Psychiatric Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":16,"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":"Psychosocial; Intervention (counseling); Psychological intervention; Workforce; Quarter (Canadian coin); Mental health; Medicine; Psychosis; Psychiatry; Nursing; Service (business); Psychology","score_opus":0.045027504680771005,"score_gpt":0.32711880700221424,"score_spread":0.28209130232144325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254823563","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":[0.9846731,0.0017623107,0.0005357395,0.009820717,0.000102134145,0.0005369438,0.0000026098573,0.000022225799,0.002544265],"genre_scores_gemma":[0.9834901,0.00009393078,0.014902449,0.000944036,0.00005831011,0.00007473927,0.000011234702,0.000014454523,0.00041073447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868464,0.00027956552,0.00027250705,0.00020903739,0.00024640386,0.00030785607],"domain_scores_gemma":[0.99941605,0.00018457626,0.00004449721,0.00018976616,0.000047708454,0.000117418094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014029485,0.00012824284,0.00017699442,0.0002791202,0.00008081703,0.000060892628,0.000106222666,0.00004858079,0.000078734294],"category_scores_gemma":[0.00017076808,0.00008810424,0.00005084395,0.0008441983,0.000013522773,0.000019984107,0.000023079361,0.00016725509,0.00008485316],"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":[0.0018500342,0.000250144,0.90463185,0.00014202076,0.000081836486,0.000045779783,0.0052939462,0.0000032361154,0.0000034115897,0.005219462,0.0025254993,0.0799528],"study_design_scores_gemma":[0.0032844287,0.00039405472,0.95859164,0.00018680315,0.00002801554,0.000059283335,0.003041305,0.000008022384,0.000007953633,0.00047494698,0.033800434,0.00012310536],"about_ca_topic_score_codex":0.0014516637,"about_ca_topic_score_gemma":0.0015813897,"teacher_disagreement_score":0.07982969,"about_ca_system_score_codex":0.000058058537,"about_ca_system_score_gemma":0.00006443015,"threshold_uncertainty_score":0.35927868},"labels":[],"label_agreement":null}]}