{"id":"W4242651146","doi":"10.22374/cjgim.v10i3.54","title":"Scholarly Success Among Internal Medicine Residents in Canada","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Sunnybrook Health Science Centre","funders":"","keywords":"Curriculum; Medical education; Medicine; Presentation (obstetrics); Family medicine; Psychology; Pedagogy","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":[0.002559086,0.0001657967,0.0003258605,0.001964059,0.003430545,0.001857728,0.001110994,0.0003814199,0.002791628],"category_scores_gemma":[0.01749152,0.0002336278,0.0001841738,0.004108651,0.001496065,0.0005202249,0.001829357,0.0006830251,0.0001882452],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0253536,"about_ca_system_score_gemma":0.07413603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9253933,"about_ca_topic_score_gemma":0.9623276,"domain_scores_codex":[0.9965119,0.0003666117,0.00018666,0.0002454332,0.001742652,0.0009467655],"domain_scores_gemma":[0.9812208,0.001629193,0.003765486,0.0002775067,0.005764543,0.007342422],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001018721,0.0001305678,0.9464365,0.0001991809,0.00003523115,0.0001996624,0.01325374,0.0001044969,0.0003322847,0.0002616581,0.005227652,0.03371712],"study_design_scores_gemma":[0.000008648682,0.00007926329,0.9850133,0.00009727429,0.00001178016,0.00009131531,0.01080959,0.0001058139,0.00008670852,0.00004061382,0.003641337,0.00001446772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929293,0.0008661625,0.00004218158,0.001975155,0.00002081562,0.00004192426,0.0003963454,0.00001134626,0.003716784],"genre_scores_gemma":[0.9978139,0.0008733717,0.0001249741,0.0002814682,0.0000149156,0.00001672758,0.0001802197,0.000003445339,0.0006909627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974409,"threshold_uncertainty_score":0.1839541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231431571838631,"score_gpt":0.3994051729834993,"score_spread":0.2762620157996362,"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."}}