{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006969207,0.0001491308,0.0003383062,0.0002489731,0.0004953375,0.00007744265,0.0005173858,0.0001097983,0.0001134229],"category_scores_gemma":[0.009930934,0.0000969021,0.0000801074,0.0009732667,0.0004711564,0.0001040248,0.00002590797,0.002594303,0.00001335956],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001457766,"about_ca_system_score_gemma":0.2741064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9061905,"about_ca_topic_score_gemma":0.9994364,"domain_scores_codex":[0.9943371,0.0005108899,0.0007305497,0.0001973559,0.001662607,0.002561441],"domain_scores_gemma":[0.9870229,0.0002005358,0.0001656213,0.0004682533,0.0005658136,0.01157692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002135169,0.0001088973,0.7459854,0.0002619258,0.00001818792,0.00009696768,0.002246037,0.00000334357,0.000002273536,0.0050271,0.1408585,0.1051779],"study_design_scores_gemma":[0.002446618,0.001337069,0.5946401,0.002174631,0.00001469122,0.0003788023,0.007314345,0.00004170569,0.000007084328,0.01109219,0.3803651,0.0001876436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7601971,0.009049607,0.00001238131,0.2247812,0.004387647,0.0004401676,0.00000847237,0.000004333838,0.001119151],"genre_scores_gemma":[0.9931148,0.0002993093,0.000884975,0.003910474,0.001631268,0.00001465531,0.00000304811,0.0000244409,0.00011705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2726487,"threshold_uncertainty_score":0.9997067,"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."}}