{"id":"W4212932197","doi":"10.1093/jcag/gwab049.070","title":"A71 POLYP TO ADENOMA CONVERSION FACTOR AS A SURROGATE FOR ADENOMA DETECTION RATE-– FINDINGS FROM THE SOUTHWEST ONTARIO COLONOSCOPY COHORT","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Lawson Health Research Institute; University of Ottawa","funders":"","keywords":"Medicine; Colonoscopy; Adenoma; Cohort; Internal medicine; Gastroenterology; General surgery; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002139235,0.000329004,0.0003548733,0.001287244,0.001062035,0.0007184528,0.0007467015,0.0003378609,0.001775797],"category_scores_gemma":[0.008886402,0.0003198509,0.000950523,0.001725888,0.0004629274,0.0003908501,0.0006523643,0.000378821,0.0002252894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00502227,"about_ca_system_score_gemma":0.004613991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7379485,"about_ca_topic_score_gemma":0.787429,"domain_scores_codex":[0.9980775,0.0002824814,0.0001976414,0.0004538229,0.0007132525,0.0002752694],"domain_scores_gemma":[0.9911571,0.0007956813,0.003490546,0.001153233,0.002511905,0.0008916279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008401561,0.000004104843,0.997831,0.00001757149,0.00008828142,0.00005222626,0.0001365823,0.00004425492,0.0001651091,0.00002994283,0.000551569,0.0009952482],"study_design_scores_gemma":[0.000007253394,0.00001484788,0.9988626,0.000007834506,0.00004532291,0.00008053611,0.0001034043,0.0001992125,0.00004353565,0.00001877698,0.0006121009,0.000004542479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915903,0.0005389123,0.0005114647,0.0002746519,0.0000203991,0.00005789368,0.005211627,0.00001527526,0.001779324],"genre_scores_gemma":[0.9971944,0.00009302454,0.0001997404,0.0000601702,0.00001155124,0.00002765392,0.002030575,0.000006220682,0.0003766197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2620515,"threshold_uncertainty_score":0.5271896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009850770455020651,"score_gpt":0.2241138852711441,"score_spread":0.2142631148161235,"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."}}