{"id":"W4230247841","doi":"10.1503/cmaj.070029","title":"Gallstone ileus","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vomiting; Ileus; Medicine; Abdominal pain; Sound (geography); Radiology; Surgery","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":[0.00009071326,0.0005746566,0.0005049055,0.0007359933,0.001374117,0.0004839146,0.0002206152,0.001460751,0.00335236],"category_scores_gemma":[0.001067607,0.0002901426,0.000380155,0.00056536,0.0004044867,0.000631597,0.0005036847,0.001360243,0.0008245426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000435884,"about_ca_system_score_gemma":0.0004904285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004312624,"about_ca_topic_score_gemma":0.006493888,"domain_scores_codex":[0.999907,0.000007527841,0.000009499916,0.00001833666,0.00001684523,0.00004076321],"domain_scores_gemma":[0.999715,0.00004958684,0.00005030958,0.00001597323,0.00003014879,0.0001388891],"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":[0.0001198981,0.0001055195,0.05469385,0.00005500039,0.000012371,0.9359471,0.0002394918,0.00004092079,0.001017479,0.0002179249,0.002411946,0.005138597],"study_design_scores_gemma":[0.00003567142,0.0002889582,0.08384116,0.00007548176,0.00002888085,0.910253,0.0003714965,0.0001218405,0.0003024703,0.000225134,0.004438508,0.00001728145],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395601,0.006923928,0.0007368866,0.009161863,0.0009048547,0.0001377127,0.000675665,0.000142396,0.04175653],"genre_scores_gemma":[0.9896961,0.00215767,0.0002494572,0.002145826,0.0003864571,0.00001428708,0.0001765477,0.00001033579,0.005163232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004312624,"threshold_uncertainty_score":0.01121479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01074495742081728,"score_gpt":0.2307559836099345,"score_spread":0.2200110261891172,"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."}}