{"id":"W3137525882","doi":"10.1093/jcag/gwab005","title":"Necrotizing Esophagitis: A Big Squeeze?","year":2021,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Potassium and Related Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Etiology; Medicine; Esophagitis; Gastric outlet obstruction; Gastroenterology; Internal medicine; Reflux esophagitis; Intensive care medicine; Reflux; Disease","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":[0.0003717822,0.00006652174,0.0002877034,0.000159463,0.00007117644,0.00001039485,0.00008415829,0.0001397411,0.00007614561],"category_scores_gemma":[0.0006258455,0.00005017719,0.0002424619,0.0001429789,0.00003775142,0.0000330606,0.00001673895,0.0003768845,0.000003502067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006975221,"about_ca_system_score_gemma":0.001087825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974369,"about_ca_topic_score_gemma":0.1620155,"domain_scores_codex":[0.9988955,0.000174625,0.0003847975,0.00006347813,0.0002323611,0.0002491979],"domain_scores_gemma":[0.9985198,0.00003552085,0.0006439861,0.0001134059,0.0004782942,0.0002089804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001578938,0.00007181675,0.973841,0.0000185339,0.0005390176,0.000238805,0.0002090663,0.00008135026,0.001668154,0.0000561064,0.02273939,0.000378851],"study_design_scores_gemma":[0.006626128,0.0006962536,0.9697885,0.0002122394,0.0005369402,0.00266708,0.0002403434,0.00005354749,0.0009266961,0.000388319,0.0177978,0.00006615273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158308,0.000195848,0.00003149879,0.08112633,0.001317741,0.00006798214,0.00001394013,0.000003030317,0.001412837],"genre_scores_gemma":[0.9930602,0.00005301545,0.0001445596,0.005313284,0.00015745,4.923395e-7,0.000002325694,0.00000851273,0.001260174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1600412,"threshold_uncertainty_score":0.8532755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007710086766305129,"score_gpt":0.216824597241584,"score_spread":0.2091145104752788,"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."}}