{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001281423,0.0002207025,0.0004354954,0.0008810045,0.0003662102,0.0007790174,0.0004818306,0.0003896763,0.001895375],"category_scores_gemma":[0.005597131,0.0002627702,0.0004713345,0.001428214,0.0003080395,0.0006270264,0.0007677711,0.0005335357,0.0002017094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007207546,"about_ca_system_score_gemma":0.0005709681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079539,"about_ca_topic_score_gemma":0.01271832,"domain_scores_codex":[0.9987582,0.0004145667,0.0001993851,0.0001605163,0.0002271018,0.0002402307],"domain_scores_gemma":[0.9948319,0.0008268547,0.002686707,0.0002341763,0.0004374783,0.0009827986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006888556,0.00002670434,0.9994158,0.000005786631,0.00002594932,0.00003644979,0.00003678514,0.00000769973,0.0000187829,0.000004308699,0.00004449699,0.0003084423],"study_design_scores_gemma":[0.000004420428,0.00004996879,0.999511,0.000007146967,0.00001735149,0.0001053121,0.0001891449,0.00006650206,0.000009014129,0.000004342385,0.00003403519,0.000001821544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993033,0.0001236381,0.00002181269,0.00005494341,0.000003197767,0.000006495174,0.000275654,0.000001007045,0.0002099294],"genre_scores_gemma":[0.9995253,0.00007584989,0.00002884535,0.00002262597,0.000005338795,0.000005396506,0.0003004367,9.986836e-7,0.00003513699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01079539,"threshold_uncertainty_score":0.02146512,"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."}}