{"id":"W3134889079","doi":"10.1093/jcag/gwab002.116","title":"A118 POLYP SIZE CUT-OFF LEVEL TO IMPLEMENT OPTICAL POLYP DIAGNOSIS","year":2021,"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":"Université de Montréal","funders":"","keywords":"Medicine; Confidence interval; Colonoscopy; Gastrointestinal pathology; Radiology; Internal medicine; Gastroenterology; Colorectal cancer; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009679285,0.0005429364,0.0008489022,0.001177995,0.0004142008,0.001406315,0.0008158964,0.0009638884,0.00333835],"category_scores_gemma":[0.03882838,0.0003036952,0.00148572,0.0006797233,0.0005839432,0.0009153564,0.0009867304,0.0009398336,0.000550154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007807509,"about_ca_system_score_gemma":0.001167669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013424,"about_ca_topic_score_gemma":0.001500029,"domain_scores_codex":[0.990374,0.005048641,0.001152277,0.001004399,0.001925375,0.0004954276],"domain_scores_gemma":[0.9581614,0.02737819,0.006979246,0.00215403,0.003788793,0.001538212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01798297,0.001050246,0.8360776,0.0008962473,0.0008505897,0.0002680732,0.0003274962,0.002232677,0.006073837,0.0008486604,0.002749522,0.130642],"study_design_scores_gemma":[0.001614713,0.0173986,0.9366274,0.0006836503,0.001500879,0.001985979,0.0006385747,0.01870611,0.01081415,0.001583463,0.008321865,0.0001247329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702823,0.003912115,0.01566377,0.001081018,0.0004655928,0.0006942806,0.0007096045,0.0002556923,0.006935686],"genre_scores_gemma":[0.9881603,0.0001334939,0.01069193,0.0002250701,0.00005826532,0.0002047853,0.0002223341,0.00001423259,0.0002896862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009679285,"threshold_uncertainty_score":0.0511896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0200880999277815,"score_gpt":0.2722723692623166,"score_spread":0.2521842693345351,"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."}}