{"id":"W3113430750","doi":"10.25011/cim.v43i4.35003","title":"INTERNATIONAL TRAINING CONSIDERATIONS OF CANADIAN CLINICIAN-SCIENTIST TRAINEES—A NATIONAL SURVEY","year":2020,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Global Health and Surgery","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Western University; Queen's University; University of Ottawa","funders":"","keywords":"Mentorship; Prestige; Training (meteorology); Medical education; Medicine; Psychology; Family medicine","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","sts"],"consensus_categories":[],"category_scores_codex":[0.002081285,0.0001202711,0.0005537552,0.0002216847,0.00009095957,0.000006354504,0.00006015481,0.0001063431,0.0005342831],"category_scores_gemma":[0.03025578,0.00009405531,0.00006821752,0.0004995381,0.004540243,0.00007565242,0.00002029349,0.0003257849,0.00001228818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002209903,"about_ca_system_score_gemma":0.001371971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006447387,"about_ca_topic_score_gemma":0.008988318,"domain_scores_codex":[0.9979023,0.000187968,0.00099785,0.0003078906,0.0003725722,0.0002314449],"domain_scores_gemma":[0.9965938,0.0009180669,0.0001723012,0.00007605371,0.0006474203,0.001592307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001586501,0.00009443661,0.7188555,0.00009980944,0.0001647456,0.00007199636,0.003213264,0.000002998966,0.0003242191,0.05078059,0.2221948,0.004038972],"study_design_scores_gemma":[0.002320001,0.0006918067,0.9274422,0.0001987576,0.00003876758,0.00002907226,0.000679201,0.0009597978,0.00002675136,0.01006105,0.05744096,0.0001116086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5140058,0.0002596998,0.00007436715,0.4385844,0.001703838,0.0003966869,0.0003665695,0.00003499906,0.04457363],"genre_scores_gemma":[0.9457023,0.0001357057,0.000931703,0.05205686,0.0008088381,0.0000040673,0.0002366746,0.000007434682,0.0001164237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4316965,"threshold_uncertainty_score":0.9981688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5378833433075004,"score_gpt":0.4382245515720065,"score_spread":0.09965879173549397,"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."}}