{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006643513,0.00008591216,0.0001896598,0.0001185859,0.0002816395,0.00001426163,0.00009306937,0.0002098911,0.006532474],"category_scores_gemma":[0.002385324,0.00007524875,0.000104458,0.000170437,0.00005613626,0.00006829549,0.000006874318,0.001040101,0.0005247217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007161623,"about_ca_system_score_gemma":0.003362244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009703845,"about_ca_topic_score_gemma":0.003662621,"domain_scores_codex":[0.9980842,0.00006339083,0.0002873087,0.0001052618,0.001061403,0.0003983928],"domain_scores_gemma":[0.9969991,0.00008313235,0.00009393298,0.00008134003,0.0003294854,0.00241305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002826586,0.00007935122,0.5313843,0.00000759974,0.00008433042,0.01086217,0.0001743445,0.000001012902,0.00005996647,0.0001477118,0.4490126,0.008158309],"study_design_scores_gemma":[0.001199796,0.0002274201,0.3675952,0.00008388096,0.00002863041,0.04763381,0.00007668565,0.00008548915,0.00002576012,0.00007358606,0.5828692,0.0001004955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8721791,0.0001795888,0.0001292176,0.09502032,0.0007962745,0.0001022835,0.000009177246,0.00003766759,0.03154637],"genre_scores_gemma":[0.9648176,0.0001455969,0.0007598545,0.02335989,0.00278442,0.000002328789,0.00001011552,0.00001629172,0.008103936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1637892,"threshold_uncertainty_score":0.9943757,"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."}}