{"id":"W2036770168","doi":"10.1007/s40596-015-0321-1","title":"Assessing the Effectiveness of a Single Seminar in Preparing Psychiatry Residents for Practice","year":2015,"lang":"en","type":"article","venue":"Academic Psychiatry","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medical education; Psychology; Medicine; MEDLINE; Psychiatry; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01856616,0.001227507,0.001525682,0.001587601,0.0017572,0.001574516,0.002563911,0.003442672,0.006192476],"category_scores_gemma":[0.07992166,0.0008840532,0.001832603,0.0005499216,0.000755918,0.002215682,0.002644492,0.002522115,0.001081381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003213207,"about_ca_system_score_gemma":0.007975456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002266548,"about_ca_topic_score_gemma":0.004482689,"domain_scores_codex":[0.9918005,0.003595984,0.001063475,0.0009001979,0.001797684,0.0008420467],"domain_scores_gemma":[0.9011725,0.05471446,0.01413717,0.002651775,0.005291412,0.02203269],"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":[0.2023446,0.2359967,0.1114103,0.003186218,0.001758711,0.0005603216,0.004399942,0.006081029,0.005025835,0.0003257538,0.003204497,0.4257061],"study_design_scores_gemma":[0.04106656,0.5407218,0.388935,0.001062849,0.002800023,0.0004317023,0.004633018,0.008846946,0.007320358,0.0006409665,0.003174557,0.0003661261],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956951,0.0003256331,0.0004071033,0.0005694289,0.0001980982,0.001404102,0.00009032025,0.00005128772,0.001258924],"genre_scores_gemma":[0.9895504,0.0004110846,0.005980782,0.0005891811,0.0002857911,0.002151469,0.0001578526,0.00001339742,0.0008600305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01856616,"threshold_uncertainty_score":0.0981884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04038573403496418,"score_gpt":0.431766142509221,"score_spread":0.3913804084742568,"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."}}