{"id":"W4416262992","doi":"10.7759/cureus.96985","title":"Gallstone Ileus Occurring 35 Years After Cholecystectomy in an Elderly Male","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"HCA Healthcare","keywords":"Gallstone ileus; Cholecystectomy; Exploratory laparotomy; Ileus; Bowel obstruction; Fistula; Laparotomy; Presentation (obstetrics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002185573,0.0004614492,0.0004520171,0.001270952,0.001336438,0.0005064925,0.0002288846,0.001590519,0.001203601],"category_scores_gemma":[0.001217289,0.0003865384,0.0005375579,0.0005999577,0.0004442738,0.0008284032,0.0006821602,0.001027988,0.0003228841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003290736,"about_ca_system_score_gemma":0.0004527058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0024903,"about_ca_topic_score_gemma":0.003797162,"domain_scores_codex":[0.9998378,0.00001839236,0.00001769269,0.0000267583,0.00002386697,0.00007555596],"domain_scores_gemma":[0.9994513,0.0001015701,0.0001436788,0.00002645773,0.00002602469,0.0002509339],"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":[0.0000902172,0.0001017875,0.2856336,0.00002380269,0.00001988054,0.7088386,0.0006243307,0.00006163478,0.0009861898,0.0001195895,0.0005999177,0.002900377],"study_design_scores_gemma":[0.00001363788,0.0004219974,0.2258331,0.00004760932,0.00003445779,0.7710517,0.000852368,0.000183015,0.0001750034,0.0001231648,0.001238798,0.00002522044],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946716,0.001670535,0.000334516,0.001006008,0.0001347785,0.00002494236,0.00009846595,0.0000292405,0.002029784],"genre_scores_gemma":[0.9984553,0.0005853265,0.0001041885,0.0003420151,0.0001745072,0.000004714675,0.00005167828,0.00000269812,0.0002795364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0024903,"threshold_uncertainty_score":0.004951596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006916155016831,"score_gpt":0.2944493112914379,"score_spread":0.2843801497412696,"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."}}