{"id":"W4213376549","doi":"10.1093/jcag/gwab049.205","title":"A206 GALLSTONE IMPACTION IN THE DESCENDING COLON WITH SUCCESSFUL ENDOSCOPIC REMOVAL","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Gallstones; Gallstone ileus; Impaction; Bowel obstruction; Descending colon; Gallbladder; Surgery; Fistula; Radiology; Rectum","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":[],"consensus_categories":[],"category_scores_codex":[0.001490805,0.00007573074,0.0002472471,0.0002258962,0.0001709327,0.000009867808,0.0002181616,0.00003540941,0.00006795023],"category_scores_gemma":[0.0002756949,0.00004790982,0.0001001541,0.0002236727,0.0000457376,0.00006158173,0.00002047029,0.0006973441,4.527015e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909718,"about_ca_system_score_gemma":0.0004231005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004850075,"about_ca_topic_score_gemma":0.2467729,"domain_scores_codex":[0.9983462,0.0005653007,0.0003503656,0.00007165337,0.0004028235,0.0002636357],"domain_scores_gemma":[0.9987844,0.00009897981,0.0007644985,0.0001194112,0.0001390226,0.00009373845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008667036,0.00006609545,0.9954024,0.000008725315,0.00006286236,0.0001487589,0.0002783203,0.0003157183,0.0006285573,0.0000284371,0.002163174,0.00003023975],"study_design_scores_gemma":[0.002190648,0.003115412,0.9869126,0.00005607584,0.0001103873,0.004994682,0.0005453612,0.0000474585,0.0000409106,0.00004453271,0.001918618,0.00002330099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643091,0.000009812611,0.00001389069,0.03498531,0.0002783067,0.0001539912,0.0000115786,0.000001614267,0.0002364138],"genre_scores_gemma":[0.9974743,0.000002921855,0.0001882312,0.002011546,0.00008844266,0.000003174981,0.00000279177,0.000006927374,0.0002216756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2419228,"threshold_uncertainty_score":0.7669715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0091416672491914,"score_gpt":0.2333595311260821,"score_spread":0.2242178638768907,"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."}}