{"id":"W4300875138","doi":"","title":"A landscape analysis of leadership training in postgraduate medical education training programs at the University of Ottawa","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Training (meteorology); Medical education; Psychology; Medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001018405,0.000202868,0.0002898457,0.004094985,0.002750008,0.00319404,0.001102863,0.0003973517,0.00340649],"category_scores_gemma":[0.005229258,0.0002686649,0.0005194527,0.007206256,0.0009989648,0.0009862427,0.00237102,0.0004698795,0.0002251867],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02584841,"about_ca_system_score_gemma":0.02285959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8435731,"about_ca_topic_score_gemma":0.9224151,"domain_scores_codex":[0.9978823,0.0003336634,0.0001078403,0.0001406145,0.0005330355,0.001002442],"domain_scores_gemma":[0.9946924,0.000753448,0.001153304,0.0001095627,0.00187925,0.00141215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114753,0.00007540375,0.9656519,0.000211756,0.00004914074,0.0002195782,0.01133774,0.0004696439,0.0004137881,0.0007867275,0.00196126,0.0187117],"study_design_scores_gemma":[0.000002896294,0.00004213687,0.9611098,0.00007542857,0.00001721763,0.00006060261,0.03594264,0.0003964585,0.00006151535,0.00005781059,0.002220914,0.00001276246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920873,0.0003333596,0.000263507,0.0006064203,0.000006628465,0.00009905055,0.001703332,0.00001427173,0.004886035],"genre_scores_gemma":[0.9984068,0.0001727733,0.0002625218,0.00004973589,0.000001689625,0.00004198407,0.0004567102,0.000005312537,0.0006024316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9741516,"threshold_uncertainty_score":0.3146963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3443869723993914,"score_gpt":0.5365313937458298,"score_spread":0.1921444213464384,"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."}}