{"id":"W161528870","doi":"10.1139/jpn.0406","title":"The physician–scientist in Canadian psychiatry","year":2004,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research; Centre for Movement Disorders; University of British Columbia","funders":"","keywords":"Psychiatry; Medicine; Psychology; Family medicine; Psychoanalysis","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":[0.005825679,0.0002991505,0.0005929789,0.003915285,0.01312063,0.004431244,0.002089508,0.001465691,0.01349452],"category_scores_gemma":[0.02790143,0.0003369019,0.0003947506,0.009795095,0.004190615,0.001412707,0.003937537,0.002019904,0.0009640653],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07034841,"about_ca_system_score_gemma":0.2195704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.969112,"about_ca_topic_score_gemma":0.9807314,"domain_scores_codex":[0.9859329,0.002084234,0.0004113743,0.0008544218,0.006911945,0.003805153],"domain_scores_gemma":[0.951045,0.004725338,0.006433656,0.0006354285,0.01329744,0.02386313],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006100587,0.0002134451,0.6687513,0.001428974,0.0001066673,0.00133569,0.03140753,0.000365034,0.0006608163,0.01414575,0.1485192,0.1324557],"study_design_scores_gemma":[0.00006373984,0.0001016103,0.7917679,0.0004906493,0.00006003929,0.0005814539,0.03300134,0.0001990031,0.0001514631,0.0008569942,0.1726655,0.00006024842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6812236,0.02778072,0.0005462481,0.1556802,0.002149696,0.0003071424,0.004037679,0.00008495615,0.1281898],"genre_scores_gemma":[0.9680887,0.01034521,0.0005562354,0.009626669,0.0005060028,0.00007259518,0.001116631,0.00001753247,0.00967027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9941743,"threshold_uncertainty_score":0.5104159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04200425083052834,"score_gpt":0.3827173944115916,"score_spread":0.3407131435810632,"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."}}