{"id":"W2074380984","doi":"10.1016/j.amjsurg.2006.01.043","title":"Evaluating learning and knowledge retention after a continuing medical education course on total mesorectal excision for surgeons","year":2006,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Total mesorectal excision; Medicine; Test (biology); Continuing medical education; Course (navigation); Colorectal cancer; Continuing education; General surgery; Surgery; Physical therapy; Medical physics; Cancer; Internal medicine; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002238634,0.0001371538,0.0005141285,0.0001603773,0.00008730831,0.0000243857,0.00003941462,0.0000362852,0.00007924424],"category_scores_gemma":[0.001223847,0.00008822077,0.0002756041,0.0002489414,0.0001952331,0.00007308427,0.00002452392,0.000284809,0.000002918292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001248136,"about_ca_system_score_gemma":0.0004767467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005055627,"about_ca_topic_score_gemma":0.000005795463,"domain_scores_codex":[0.9983123,0.0002994189,0.0005044314,0.000155621,0.0005115807,0.0002166556],"domain_scores_gemma":[0.9967604,0.002115353,0.0005653396,0.00008739226,0.0003112723,0.0001602569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005890335,0.0004523627,0.1995728,0.00002595806,0.0001051686,0.00005376034,0.0002652036,0.000009185318,0.0004493841,0.00001448901,0.0004984812,0.7926629],"study_design_scores_gemma":[0.00128989,0.001766446,0.9905487,0.001442549,0.0003553445,0.001463417,0.0006371167,0.001113645,0.0001987878,0.000197872,0.0008298458,0.0001564231],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966117,0.001459059,0.00007255297,0.00102625,0.0003969317,0.0001841799,0.000001587,0.00001419023,0.0002335741],"genre_scores_gemma":[0.998736,0.0001205426,0.0002122562,0.00008415578,0.000493778,0.00003235447,0.000006362864,0.00002259088,0.0002919246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7925065,"threshold_uncertainty_score":0.3597538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03218505236493417,"score_gpt":0.375492151968253,"score_spread":0.3433070996033188,"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."}}