{"id":"W2020879542","doi":"10.1503/cjs.020812","title":"A simple strategy to reduce stereotype threat for orthopedic residents","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Public Health Ontario; University of Toronto; Toronto Public Health","funders":"","keywords":"Stereotype threat; Medicine; Intervention (counseling); Stereotype (UML); Orientation (vector space); Session (web analytics); Clinical psychology; Social psychology; Psychology; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.001019093,0.0007151121,0.000423788,0.0003891848,0.0006477374,0.0002941495,0.0007395733,0.0006665374,0.005893323],"category_scores_gemma":[0.002660636,0.0001955702,0.0004576785,0.0001666326,0.0003883605,0.0002798364,0.001169114,0.0009139369,0.000927123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002653423,"about_ca_system_score_gemma":0.001464821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008674799,"about_ca_topic_score_gemma":0.00366409,"domain_scores_codex":[0.9996672,0.0001156267,0.00002474481,0.00004268415,0.00007095721,0.0000788683],"domain_scores_gemma":[0.9984118,0.0003790647,0.0003670472,0.0001107106,0.0001117982,0.0006195529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004135172,0.0808429,0.0276459,0.002404209,0.0001356874,0.0007831303,0.006161471,0.0009550236,0.06356701,0.0004487079,0.01473939,0.7981814],"study_design_scores_gemma":[0.006985229,0.1538827,0.7072546,0.001698219,0.0007375202,0.001920804,0.01138113,0.00377867,0.04029086,0.002175497,0.06947903,0.0004158399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9859666,0.00029449,0.006720306,0.001266963,0.0001801234,0.001797777,0.00008040151,0.0004468734,0.003246574],"genre_scores_gemma":[0.9222885,0.0009323007,0.06448977,0.001723651,0.0003041684,0.003879156,0.0001891823,0.00003700261,0.006156214],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005893323,"threshold_uncertainty_score":0.01971513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06189059039375351,"score_gpt":0.3403430173367213,"score_spread":0.2784524269429678,"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."}}