{"id":"W2164551875","doi":"10.1207/s15328015tlm1403_6","title":"Attitudes Toward Tuberculosis of Final Year Medical Students From Canada, India, and Uganda","year":2002,"lang":"en","type":"article","venue":"Teaching and Learning in Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; McMaster University Medical Centre","funders":"","keywords":"Medicine; Tuberculosis; Curriculum; Family medicine; Positive attitude; Medical school; Pediatrics; Medical education; Pedagogy; Psychology; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002629858,0.0001426799,0.0006130388,0.0001542873,0.0001080687,0.000006597694,0.0001318124,0.000133037,0.0006928196],"category_scores_gemma":[0.007390194,0.0001051179,0.00002267079,0.00009172104,0.0002449329,0.00003177078,0.0001063185,0.001867293,0.000002989303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006109665,"about_ca_system_score_gemma":0.00007425652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5038956,"about_ca_topic_score_gemma":0.03137673,"domain_scores_codex":[0.9975481,0.0006137512,0.0003825761,0.0002907816,0.0008540741,0.0003107292],"domain_scores_gemma":[0.9982711,0.001150947,0.00006847611,0.000128119,0.00002715476,0.0003541851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006270685,0.00007649794,0.9623746,0.00009885882,0.00008792757,0.0001177527,0.002408149,0.000003648236,0.0001449378,0.00002226848,0.004933705,0.02966899],"study_design_scores_gemma":[0.002501636,0.0004862921,0.9896175,0.0007436115,0.00004836987,0.00005161918,0.001014574,0.0009368571,0.0000074941,0.00001424782,0.004488382,0.00008939381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783516,0.003212013,0.00001374445,0.01703524,0.00005824167,0.00009949826,0.000002438637,0.00002102338,0.001206189],"genre_scores_gemma":[0.995955,0.001510123,0.0002829071,0.001632598,0.0002180951,0.000004949838,0.0000202411,0.00001323976,0.0003628481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4725189,"threshold_uncertainty_score":0.9862981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03894856829379245,"score_gpt":0.3485772784057049,"score_spread":0.3096287101119125,"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."}}