{"id":"W3151885304","doi":"10.4021/jcs87w","title":"Gallstone Ileus: Diagnostic and Surgical Dilemma","year":2012,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gallstone ileus; Bowel obstruction; Surgery; Incidence (geometry); General surgery; Concomitant; Cholecystectomy; Medical record; Fistula","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001283361,0.0007584264,0.0008141052,0.002999847,0.001403389,0.001418288,0.0008405413,0.002298643,0.001636517],"category_scores_gemma":[0.007880881,0.0004084144,0.0003206765,0.001556624,0.002019268,0.002155454,0.001339199,0.001948234,0.0005802424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006249067,"about_ca_system_score_gemma":0.0008205301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00057715,"about_ca_topic_score_gemma":0.000802303,"domain_scores_codex":[0.9990616,0.0002417211,0.0002113422,0.0001106136,0.0001854431,0.0001891986],"domain_scores_gemma":[0.9958403,0.001804631,0.001258098,0.000105533,0.0002914052,0.0006999464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002068552,0.00008177697,0.481602,0.0003647447,0.00004228009,0.4830648,0.0008287918,0.0002972061,0.0008595618,0.001029649,0.003771002,0.02785133],"study_design_scores_gemma":[0.00001481556,0.00004915525,0.03369045,0.000317921,0.00002166598,0.9601754,0.001727786,0.0004310699,0.000263032,0.001549906,0.001740807,0.00001802131],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342573,0.03737258,0.002797623,0.0168647,0.0007447187,0.00007967648,0.0002103248,0.00009243938,0.007580647],"genre_scores_gemma":[0.9877315,0.006893152,0.001470556,0.001418464,0.002013382,0.00001866432,0.0001414415,0.00000814215,0.0003047055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002999847,"threshold_uncertainty_score":0.006787121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04998062420185314,"score_gpt":0.3200998793431691,"score_spread":0.270119255141316,"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."}}