{"id":"W2922530324","doi":"10.14309/ajg.0000000000000175","title":"Continuing Medical Education Questions: March 2019","year":2019,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Continuing medical education; GERD; Medical education; Family medicine; Continuing education; Internal medicine; Disease; Reflux","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003056953,0.0008204777,0.0009626981,0.001410127,0.002388733,0.00466161,0.001777016,0.02518748,0.2423742],"category_scores_gemma":[0.02595666,0.0003946809,0.001348888,0.000890934,0.001279477,0.002978101,0.002365115,0.007296016,0.109403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003700907,"about_ca_system_score_gemma":0.007183228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005865486,"about_ca_topic_score_gemma":0.01834344,"domain_scores_codex":[0.9980445,0.0003314126,0.0001966221,0.0001543737,0.0007636265,0.0005095031],"domain_scores_gemma":[0.9878434,0.002030919,0.0006527433,0.000388475,0.004578277,0.004506245],"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":[0.00001536143,0.00002206692,0.0001199797,0.0000538469,0.000001632418,0.00007167816,0.00001200971,0.000006763489,0.00002406498,0.0002268363,0.9911938,0.008252034],"study_design_scores_gemma":[0.00005339272,0.00003198439,0.00128159,0.0004183651,0.000004563519,0.0001454482,0.00008224622,0.00004356095,0.00005272922,0.0007475072,0.9971271,0.00001148236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007259427,0.004223586,0.0001852165,0.7489407,0.1565654,0.000218177,0.001580887,0.0003106246,0.08724938],"genre_scores_gemma":[0.007859705,0.005803248,0.0007979337,0.4527979,0.1920586,0.0005042115,0.002557469,0.0001966033,0.3374243],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2423742,"threshold_uncertainty_score":0.8108224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00432367834257912,"score_gpt":0.342458780470686,"score_spread":0.3381351021281068,"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."}}