{"id":"W1561406231","doi":"","title":"Block to succeed: the Canadian orthopedic resident research experience.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mentorship; Medicine; Accreditation; Graduate medical education; Scholarship; Curriculum; Medical education; Productivity; Specialty; Faculty development; Family medicine; Professional development; Pedagogy; Sociology; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008950005,0.0002020822,0.0002956824,0.0009988919,0.004962852,0.001649045,0.001150543,0.0005501696,0.006854582],"category_scores_gemma":[0.03076806,0.0002779117,0.0001890552,0.002177828,0.002138019,0.001287112,0.003182402,0.0008233861,0.0004591227],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01408108,"about_ca_system_score_gemma":0.09820007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7292905,"about_ca_topic_score_gemma":0.9036588,"domain_scores_codex":[0.9915795,0.002437708,0.0003709623,0.0003742884,0.003557757,0.001679818],"domain_scores_gemma":[0.9466743,0.00635798,0.007213472,0.00135927,0.009409272,0.02898567],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007159008,0.0003794115,0.3650093,0.002192581,0.00009623557,0.001403894,0.154469,0.0002196192,0.002312004,0.003213356,0.1467407,0.3232481],"study_design_scores_gemma":[0.00003653863,0.0006067815,0.6972899,0.0007379613,0.00004278175,0.001075695,0.1143576,0.0001182798,0.0003486156,0.0004560645,0.1848444,0.00008543993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9113224,0.01128753,0.0007873974,0.04313816,0.0007287133,0.0002361622,0.00145426,0.0001061933,0.03093919],"genre_scores_gemma":[0.9818013,0.005214819,0.001488263,0.003652281,0.0001544516,0.0001090505,0.0004010729,0.000020111,0.007158522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.99105,"threshold_uncertainty_score":0.5446074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3301031743939102,"score_gpt":0.4723709208250487,"score_spread":0.1422677464311385,"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."}}