{"id":"W2003579107","doi":"10.1176/appi.ap.34.4.305","title":"Psychiatric Residents as Teachers: Development and Evaluation of a Teaching Manual","year":2010,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Innovations in Medical Education","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Medical education; Psychology; Psychiatry; 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":[],"consensus_categories":[],"category_scores_codex":[0.003355966,0.0001362227,0.0001845201,0.0003454164,0.0001330854,0.000006823157,0.0001414365,0.0003590644,0.0001362287],"category_scores_gemma":[0.001287347,0.0001271887,0.00003128417,0.0003066504,0.00009147849,0.0001309885,0.00003900191,0.001834508,0.0000368462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007286014,"about_ca_system_score_gemma":0.001018311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003155717,"about_ca_topic_score_gemma":0.000008753613,"domain_scores_codex":[0.9979149,0.00007895843,0.0005952991,0.0002884515,0.0009197592,0.0002027038],"domain_scores_gemma":[0.9991701,0.00002939602,0.0002434489,0.0002810108,0.0001880793,0.0000879927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006317048,0.000282924,0.6225678,0.0001610471,0.00008944123,3.217614e-7,0.005129363,7.578759e-7,0.003550055,0.01169081,0.03072124,0.325743],"study_design_scores_gemma":[0.002620333,0.000111205,0.9675064,0.000279311,0.0003570391,0.0001650242,0.002883728,0.0003296142,0.0006550465,0.01281966,0.012035,0.0002376463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833712,0.0005880978,0.00006151857,0.006211657,0.002336668,0.0004414013,5.844861e-7,0.00004281902,0.006946071],"genre_scores_gemma":[0.9442012,0.00002033097,0.05319216,0.001424894,0.0007605558,0.00004616438,0.00002695129,0.000020637,0.0003071449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3449385,"threshold_uncertainty_score":0.7970128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02278918071197691,"score_gpt":0.399638476185206,"score_spread":0.3768492954732291,"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."}}