{"id":"W2425752515","doi":"","title":"Medical Training in Psychiatric Residency: The PGY-1 Experience, 2014 Update","year":2015,"lang":"en","type":"article","venue":"PubMed Central","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Specialty; Internship; Residency training; Medicine; Medical education; Medical school; Flexibility (engineering); Psychiatry; Family medicine; Continuing education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002732935,0.0003171107,0.0003608674,0.00403278,0.0006967965,0.002627948,0.00103796,0.001289698,0.01154705],"category_scores_gemma":[0.01500343,0.0002859645,0.0002214837,0.007136586,0.0008447209,0.002929721,0.001850363,0.002419494,0.002415274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006301655,"about_ca_system_score_gemma":0.01545637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08953118,"about_ca_topic_score_gemma":0.210345,"domain_scores_codex":[0.9985037,0.000237522,0.0001692356,0.0001427772,0.0007588307,0.0001879791],"domain_scores_gemma":[0.9919487,0.001641313,0.001026635,0.0001108794,0.003339101,0.001933342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005796535,0.00006680169,0.006641405,0.003293813,0.00001565592,0.0003263206,0.0009942811,0.0001280005,0.000108132,0.001461811,0.387122,0.5997839],"study_design_scores_gemma":[0.00001409616,0.00003669729,0.0308871,0.008287568,0.00002297027,0.001182269,0.001251965,0.00004106368,0.00007675291,0.0002567126,0.9579223,0.00002039265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01535961,0.78896,0.0008741593,0.1091247,0.01342344,0.0001040852,0.00477032,0.0001902503,0.0671934],"genre_scores_gemma":[0.03780411,0.9277723,0.001159659,0.0156789,0.005736426,0.0000726398,0.003752781,0.0001082685,0.007914954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08953118,"threshold_uncertainty_score":0.1780201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5134661950128464,"score_gpt":0.5105117649356228,"score_spread":0.002954430077223624,"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."}}