{"id":"W2059593410","doi":"10.1590/s0102-67202014000400013","title":"Laparoscopic management of cholecystocolic fistula","year":2014,"lang":"en","type":"article","venue":"ABCD Arquivos Brasileiros de Cirurgia Digestiva (São Paulo)","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Medicine; Fistula; Laparoscopy; Cholecystectomy; Surgery; Laparotomy; General surgery; Gallbladder; Dissection (medical); Laparoscopic cholecystectomy","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"],"consensus_categories":[],"category_scores_codex":[0.0004849897,0.0004773945,0.0008249849,0.0002087133,0.0001471313,0.00003558278,0.0003889438,0.0001956178,0.0002925411],"category_scores_gemma":[0.000197177,0.0004445537,0.0002829301,0.0004857464,0.0002794485,0.0001511074,0.000181967,0.0004962513,0.0002095053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001442375,"about_ca_system_score_gemma":0.00008618739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004185699,"about_ca_topic_score_gemma":0.00001471648,"domain_scores_codex":[0.9970199,0.0001547917,0.000737512,0.000690467,0.0005618982,0.0008353984],"domain_scores_gemma":[0.9977989,0.0002490156,0.0002763888,0.001056379,0.0001428587,0.0004764795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008474817,0.001408749,0.9458954,0.001820902,0.000390647,0.0005590206,0.0005683969,0.00009429338,0.03208189,0.005489599,0.004208207,0.006635405],"study_design_scores_gemma":[0.004177998,0.001117896,0.9691461,0.001424032,0.0003198485,0.0006159694,0.0002056408,0.0002822493,0.01700379,0.0007140207,0.004581942,0.0004105432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799219,0.0001115418,0.001561103,0.0006013077,0.0001980004,0.001446624,0.00002502755,0.0002266825,0.01590779],"genre_scores_gemma":[0.9911555,0.00003162932,0.003729604,0.000972469,0.0002551249,0.0002026461,0.00006316198,0.00008034502,0.003509541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02325066,"threshold_uncertainty_score":0.9998006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422628949965312,"score_gpt":0.2720867023828376,"score_spread":0.2578604128831845,"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."}}