{"id":"W3206795803","doi":"10.14740/gr1461","title":"Ischemic Colitis Caused by Bowel Preparation for Colonoscopy","year":2021,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Internal medicine; Ischemic colitis; Gastroenterology; Odds ratio; Sigmoidoscopy; Incidence (geometry); Colitis; Colorectal cancer; Cancer","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":[0.0005716365,0.00009688209,0.0001853256,0.00008553993,0.0002528995,0.00002316541,0.0001168195,0.0002432099,0.001656858],"category_scores_gemma":[0.0004803413,0.00009886288,0.0000581267,0.0001335807,0.0002912265,0.00006531351,0.00008065277,0.0002921496,0.0003265082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005701324,"about_ca_system_score_gemma":0.0001212742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001895706,"about_ca_topic_score_gemma":0.0001633455,"domain_scores_codex":[0.9981157,0.0006422164,0.0002428441,0.0003668682,0.0000667156,0.0005656931],"domain_scores_gemma":[0.9990647,0.0002087576,0.00004661775,0.0002195689,0.0004050533,0.00005532961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002906401,0.0002127104,0.01719249,0.0000447832,0.00008506613,0.000004159587,0.0001355302,0.000001225833,0.4288914,0.0002840195,0.5500244,0.0002177587],"study_design_scores_gemma":[0.008254057,0.003541327,0.0263997,0.0000472676,0.00004306514,0.0001777078,0.0005447665,0.0001125082,0.3341709,0.0002507474,0.62628,0.0001779301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987284,0.000441214,0.006979699,0.00198052,0.0009119019,0.0004827074,0.0001131199,0.00005691942,0.001749898],"genre_scores_gemma":[0.9871777,0.00007738335,0.00007260491,0.001023949,0.00007077109,0.0002940214,0.001673263,0.0000141489,0.009596132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09472048,"threshold_uncertainty_score":0.9992558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03404863176039508,"score_gpt":0.3647326237331227,"score_spread":0.3306839919727276,"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."}}