{"id":"W2530906721","doi":"10.25011/cim.v39i4.27092","title":"MD/PhD Training in Canada: Results from a national trainee and program director review","year":2016,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; McGill University; University of Alberta; University of Ottawa; University of Toronto; McMaster University; Queen's University; University of British Columbia","funders":"","keywords":"Mentorship; Stipend; Medical education; Program director; Training (meteorology); Grant writing; Medicine; Psychology; Political science","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":[0.01119966,0.0003945796,0.001250543,0.01148446,0.002829426,0.004779847,0.002705214,0.0007772067,0.003247868],"category_scores_gemma":[0.05045452,0.0006920693,0.001094026,0.03350831,0.001231228,0.001053158,0.002311134,0.001157086,0.0004921814],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0946314,"about_ca_system_score_gemma":0.3407128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9845462,"about_ca_topic_score_gemma":0.9914596,"domain_scores_codex":[0.9753554,0.001335281,0.002124665,0.001244231,0.0176174,0.002322999],"domain_scores_gemma":[0.8749287,0.009461559,0.01385319,0.001336164,0.08918011,0.01124032],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006120655,0.0002364287,0.5005404,0.01828095,0.001008271,0.0003824598,0.00640238,0.0003275467,0.0002891574,0.001206541,0.1476091,0.3231047],"study_design_scores_gemma":[0.0001079271,0.0001164146,0.8833878,0.01484192,0.001290638,0.0002892304,0.005863981,0.0002452687,0.0002671044,0.00007383007,0.09342252,0.00009332479],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2959235,0.5505493,0.0009708537,0.03020397,0.001626686,0.001794162,0.07191457,0.0002866927,0.04673027],"genre_scores_gemma":[0.6487902,0.3165233,0.001872265,0.008547702,0.000447824,0.0006339633,0.01706638,0.0001867714,0.005931688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9888003,"threshold_uncertainty_score":0.6866021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6344128872751589,"score_gpt":0.5083538904138967,"score_spread":0.1260589968612622,"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."}}