{"id":"W3003212915","doi":"10.14740/gr1234","title":"The Impact of Hospital Teaching Status on Colonoscopy Perforation Risk: A National Inpatient Sample Study","year":2020,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Perforation; Odds ratio; Polypectomy; Confidence interval; Multivariate analysis; Univariate analysis; General surgery; Population; Colorectal cancer; Surgery; Internal medicine; Cancer; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.001233446,0.00008624513,0.000166038,0.0001190527,0.0003638048,0.00002252467,0.00009280589,0.00003920849,0.00002349752],"category_scores_gemma":[0.002347883,0.0000574446,0.00008077233,0.0001717259,0.0001301834,0.00004191032,0.00008106972,0.0008416032,0.000008525853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002849158,"about_ca_system_score_gemma":0.0001926625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299252,"about_ca_topic_score_gemma":0.0002015783,"domain_scores_codex":[0.9978769,0.0006714637,0.000212089,0.0002355964,0.0006369221,0.0003670021],"domain_scores_gemma":[0.9988068,0.0004441828,0.00009066286,0.0001366049,0.0003786221,0.0001431231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03584365,0.0004985711,0.9577786,0.000005232625,0.0001232337,0.000002309678,0.002448896,0.0003919451,0.0001734825,0.000007767952,0.001230903,0.00149542],"study_design_scores_gemma":[0.001662305,0.174601,0.815891,0.000008427007,0.00001133948,0.000002064798,0.001130749,0.006503644,0.00008814644,0.0000325173,0.0000450582,0.00002376857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976336,0.00001318925,0.0003092356,0.0009837445,0.00007469972,0.0007465618,0.00004006991,0.00002243206,0.0001764427],"genre_scores_gemma":[0.9995518,0.00001143394,0.0001198203,0.0000463988,0.0001496048,0.00008533874,0.00001867966,0.000009919462,0.000007017255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1741025,"threshold_uncertainty_score":0.3656394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06230388416943589,"score_gpt":0.4136925620383602,"score_spread":0.3513886778689243,"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."}}