{"id":"W2126755064","doi":"10.25011/cim.v34i4.15360","title":"Clinician Investigator Training in Canada: A Review","year":2011,"lang":"en","type":"review","venue":"Clinical and investigative medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Mentorship; Accreditation; Economic shortage; Medicine; Medical education; Strengths and weaknesses; Family medicine; Psychology; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0125238,0.001039869,0.002366485,0.01966798,0.003844076,0.007681972,0.003810734,0.002747688,0.005245775],"category_scores_gemma":[0.04688719,0.001146756,0.001093486,0.04725901,0.003251116,0.002758194,0.002100086,0.002627253,0.0009300422],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07638655,"about_ca_system_score_gemma":0.3196912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8807278,"about_ca_topic_score_gemma":0.9412467,"domain_scores_codex":[0.9866953,0.001639231,0.002162937,0.001100255,0.007104391,0.001297771],"domain_scores_gemma":[0.866787,0.02917934,0.01310589,0.001386984,0.07736984,0.01217106],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004050599,0.0001202868,0.01159407,0.1307083,0.0003601657,0.0004358398,0.00186667,0.0002530973,0.0002348008,0.003392827,0.172264,0.6783649],"study_design_scores_gemma":[0.00009475899,0.0001513597,0.05112966,0.1738618,0.0007670831,0.001080631,0.002662508,0.0001758175,0.0002216616,0.0004003696,0.7693412,0.0001131008],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005393996,0.9941537,0.00004944501,0.002970252,0.0006531032,0.00003072378,0.0002626236,0.00001186981,0.00132898],"genre_scores_gemma":[0.00674812,0.9907703,0.0002556111,0.001461128,0.00020166,0.00003168214,0.0001792811,0.000009459012,0.0003428074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9874762,"threshold_uncertainty_score":0.5542258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8322098829538338,"score_gpt":0.5607314991863925,"score_spread":0.2714783837674413,"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."}}