{"id":"W2124498465","doi":"10.1067/mge.2001.114711","title":"Mirizzi's syndrome after cholecystectomy","year":2001,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Bile leak; Cholecystectomy; Cuff; Laparoscopic cholecystectomy; Surgery; Pouch; General surgery; Common bile duct; Leak; Quadrant (abdomen)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002713041,0.0004212118,0.0005200452,0.0002100084,0.0001046092,0.00004589328,0.0001947145,0.00005856231,0.001689893],"category_scores_gemma":[0.0005143892,0.0003767576,0.0002607047,0.0004788191,0.0002431014,0.000186351,0.00009591014,0.0005966754,0.00117737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114629,"about_ca_system_score_gemma":0.0001217598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002898099,"about_ca_topic_score_gemma":0.00001143618,"domain_scores_codex":[0.9975109,0.00008438011,0.0004869175,0.0006157344,0.0004572036,0.0008448337],"domain_scores_gemma":[0.9983706,0.0001734904,0.0001145712,0.0006116261,0.0001797373,0.0005498984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.005609039,0.0005797704,0.9185884,0.000179857,0.0000476227,0.02764464,0.00004244071,0.00001012737,0.04477181,0.0001934893,0.001569559,0.0007632154],"study_design_scores_gemma":[0.003678754,0.002853708,0.4722266,0.000973461,0.0001154191,0.5148741,0.00005716822,0.0001193192,0.0002773929,0.0001417156,0.004407503,0.0002748921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730538,0.0001204835,0.008600526,0.002310946,0.0001551627,0.0005085183,0.0000121907,0.0003972597,0.01484117],"genre_scores_gemma":[0.9145491,0.00000770973,0.07964558,0.001003541,0.0002328266,0.00008557766,0.00002887035,0.0000629385,0.004383894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4872294,"threshold_uncertainty_score":0.9998685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251088736252478,"score_gpt":0.2578122261696235,"score_spread":0.2453013388070987,"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."}}