{"id":"W2550068768","doi":"10.1002/mpr.1544","title":"Classifying child and adolescent psychiatric disorder by problem checklists and standardized interviews","year":2016,"lang":"en","type":"review","venue":"International Journal of Methods in Psychiatric Research","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Hamilton Health Sciences","keywords":"Psychology; Psychiatry; Clinical psychology; Developmental psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00928795,0.0005380272,0.001636855,0.002357837,0.000194864,0.0002263741,0.001167198,0.0005017866,0.0003377774],"category_scores_gemma":[0.0002792182,0.0003643995,0.0005800865,0.0009497924,0.0002614002,0.0001549248,0.0003773689,0.002529685,0.00002629961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004082462,"about_ca_system_score_gemma":0.0004056101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001690649,"about_ca_topic_score_gemma":0.000005887342,"domain_scores_codex":[0.9914556,0.003294664,0.002502993,0.0007797924,0.001312035,0.0006549701],"domain_scores_gemma":[0.996798,0.0007725353,0.001247018,0.0002802945,0.0005729022,0.0003292439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002282622,0.0005056818,0.0007070027,0.002076223,0.0004672408,0.0000192386,0.0002590925,4.005849e-8,6.525592e-7,0.001622198,0.04223989,0.9518745],"study_design_scores_gemma":[0.002348669,0.0001552243,0.001218535,0.01615598,0.00008968353,0.0004998358,0.0001654167,6.448227e-7,1.574329e-7,0.00434298,0.97465,0.0003729045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002709019,0.9771972,0.004587292,0.004154654,0.00571012,0.0007874516,0.00009889024,0.0000120085,0.007425344],"genre_scores_gemma":[0.00002902605,0.9791604,0.01772417,0.0001825174,0.00178553,0.00004692709,0.00001734922,0.00007120153,0.0009828981],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9515015,"threshold_uncertainty_score":0.9998808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1243666239912431,"score_gpt":0.5343087837278258,"score_spread":0.4099421597365827,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}