{"id":"W2385759677","doi":"10.1177/070674371405901104","title":"Research Experience in Psychiatry Residency Programs across Canada: Current Status","year":2014,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Residency training; Work (physics); Medical education; Psychology; Medicine; Family medicine; Continuing education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004057867,0.0001894663,0.0002869649,0.002166233,0.00314774,0.002478972,0.001726668,0.000483336,0.005005592],"category_scores_gemma":[0.0148929,0.0002640684,0.0002619609,0.004960967,0.002296608,0.001105832,0.001809422,0.0007188171,0.0004171084],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02575807,"about_ca_system_score_gemma":0.08870813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9214808,"about_ca_topic_score_gemma":0.9581803,"domain_scores_codex":[0.9949957,0.0006725857,0.0004014492,0.0004405999,0.001921997,0.001567526],"domain_scores_gemma":[0.9517644,0.003092674,0.008122895,0.0005183755,0.01664413,0.01985747],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001683581,0.0001263969,0.919347,0.0007071419,0.00005620777,0.0002407294,0.008010362,0.0001097661,0.0005162871,0.0001982234,0.008666048,0.06185333],"study_design_scores_gemma":[0.00000733577,0.00007612069,0.9823057,0.0002670749,0.00001486846,0.0001487953,0.01081582,0.00006308804,0.00007766046,0.00002195745,0.006188598,0.00001286147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642608,0.01040211,0.0002776134,0.01244091,0.0001443496,0.00008168018,0.002358648,0.00007274505,0.009961138],"genre_scores_gemma":[0.9884011,0.007019528,0.0004872007,0.001344572,0.00006572675,0.00004395214,0.00107923,0.00001289616,0.001545856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9959421,"threshold_uncertainty_score":0.1868888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1794180066396005,"score_gpt":0.4851823340044779,"score_spread":0.3057643273648774,"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."}}