{"id":"W2763522688","doi":"10.1097/jcp.0000000000000804","title":"Psychopharmacology Training for Psychiatry Residents","year":2017,"lang":"en","type":"letter","venue":"Journal of Clinical Psychopharmacology","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"School of Medicine, Stanford University","keywords":"Psychopharmacology; Psychiatry; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00576481,0.0006169613,0.003517063,0.001063326,0.0003564957,0.0001486901,0.002201047,0.002602358,0.00245827],"category_scores_gemma":[0.001066447,0.0006783532,0.001741345,0.0002164586,0.0004863596,0.000611821,0.00008320582,0.004814193,0.000451488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142718,"about_ca_system_score_gemma":0.000665435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000015748,"about_ca_topic_score_gemma":0.000006218609,"domain_scores_codex":[0.9901413,0.0001709772,0.007601204,0.001016083,0.000129815,0.0009405754],"domain_scores_gemma":[0.9827065,0.001137275,0.0145216,0.000758614,0.0006324978,0.0002434916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001734543,0.0002601071,0.01982954,0.0002329014,0.001299858,0.0001250742,0.00004866376,0.00000794636,0.000003360961,0.0003546379,0.9737309,0.002372482],"study_design_scores_gemma":[0.01353855,0.0006380217,0.02046691,0.00009159268,0.0002236274,0.0001648075,0.000009992483,0.00004755653,8.980933e-7,0.05076054,0.9134658,0.0005917281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04389068,0.004634409,0.002313897,0.7556307,0.17924,0.00103125,0.0004569541,0.00004525637,0.01275691],"genre_scores_gemma":[0.0173333,0.002861572,0.005908626,0.8501279,0.1163198,0.0001067828,0.0001006416,0.0002416682,0.006999742],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0944972,"threshold_uncertainty_score":0.9995668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.191671067335705,"score_gpt":0.4343151556722601,"score_spread":0.2426440883365551,"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."}}