{"id":"W2041316857","doi":"10.5489/cuaj.1375","title":"Scholarship in residency: Why should we care?","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Medical Education and Admissions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Scholarship; Medical education; Residency training; Medicine; Psychology; Political science; Continuing education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03521655,0.0006389947,0.002169987,0.002936343,0.03326082,0.02318574,0.004667592,0.03492446,0.02400311],"category_scores_gemma":[0.1828702,0.0009083378,0.001357173,0.003461194,0.03052914,0.02510647,0.01975922,0.05441665,0.0059411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0216121,"about_ca_system_score_gemma":0.1386359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07674357,"about_ca_topic_score_gemma":0.1774929,"domain_scores_codex":[0.9529176,0.01554876,0.002729381,0.003000822,0.01340417,0.01239929],"domain_scores_gemma":[0.6885954,0.03505266,0.01271801,0.004696981,0.05421807,0.2047189],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003567775,0.0002522791,0.01395825,0.0004138816,0.00008205533,0.000478996,0.008312748,0.00007160707,0.0001018256,0.01572755,0.9116753,0.0488899],"study_design_scores_gemma":[0.0002611031,0.0002494415,0.04744199,0.009202778,0.0001912445,0.001712665,0.1158541,0.0002851048,0.0002373534,0.1037405,0.7202348,0.0005888646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001251326,0.002368256,0.000101256,0.9896274,0.004725875,0.000007007947,0.00001537226,0.00002017302,0.001883385],"genre_scores_gemma":[0.1096868,0.01064762,0.001558376,0.8447038,0.02499687,0.0001168322,0.0001003075,0.0001717275,0.008017696],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9647834,"threshold_uncertainty_score":0.1862451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04560347524763248,"score_gpt":0.3059760246474011,"score_spread":0.2603725493997687,"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."}}