{"id":"W4388232643","doi":"10.14309/ajg.0000000000002525","title":"Continuing Medical Education Questions: November 2023","year":2023,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Fenofibrate; Randomized controlled trial; Continuing medical education; Internal medicine; Family medicine; Gastroenterology; Intensive care medicine; Continuing education; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003531944,0.000921212,0.001668846,0.0009687902,0.001662543,0.003568318,0.001378885,0.01703704,0.1939099],"category_scores_gemma":[0.0146139,0.0005717076,0.001561661,0.0007618777,0.0008186186,0.001227723,0.001067883,0.005326748,0.04518433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002363883,"about_ca_system_score_gemma":0.003590034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902404,"about_ca_topic_score_gemma":0.005335909,"domain_scores_codex":[0.9984152,0.0006904092,0.0001450816,0.0001056705,0.0003330339,0.0003105402],"domain_scores_gemma":[0.9904309,0.003667881,0.001025727,0.0003557375,0.001403274,0.00311648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005950101,0.001376367,0.001092769,0.0009165221,0.00008931397,0.0001017042,0.00001975944,0.00006262976,0.0001874333,0.0004858221,0.9585201,0.03119751],"study_design_scores_gemma":[0.04934423,0.004532706,0.02112528,0.003121636,0.0002582339,0.000213574,0.0001024757,0.0006901575,0.0007927212,0.00229867,0.9174465,0.00007375369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02205778,0.02071121,0.0005971476,0.5863164,0.138053,0.007708871,0.02565722,0.0007253229,0.198173],"genre_scores_gemma":[0.05320937,0.007226105,0.001688813,0.4091463,0.1259843,0.009729853,0.01586371,0.0001789212,0.3769726],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1939099,"threshold_uncertainty_score":0.6486932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008421565497862956,"score_gpt":0.2950676890741316,"score_spread":0.2866461235762686,"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."}}