{"id":"W4323350977","doi":"10.1093/jcag/gwac036.126","title":"A126 ASSESSING THE QUALITY OF REFERRALS AND ADJUDICATION FOR ENDOSCOPIC RESECTION OF LARGE COLORECTAL POLYPS AT A CANADIAN TERTIARY REFERRAL CENTRE","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Endoscopic mucosal resection; Medicine; Referral; Colonoscopy; Endoscopic submucosal dissection; Endoscopy; Adjudication; General surgery; Colorectal Polyp; Surgery; Radiology; Internal medicine; Colorectal cancer; Family medicine; 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":[0.002770113,0.0003999915,0.0004777701,0.003009662,0.00324177,0.001680296,0.001819904,0.0007489606,0.002688997],"category_scores_gemma":[0.01152952,0.0004646351,0.0005839875,0.005670078,0.0009917587,0.0005569938,0.001465715,0.0007688401,0.0003373708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03175842,"about_ca_system_score_gemma":0.03114028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8766044,"about_ca_topic_score_gemma":0.9175093,"domain_scores_codex":[0.9951476,0.000619309,0.0004937411,0.0007904044,0.001718383,0.001230534],"domain_scores_gemma":[0.9762083,0.00199407,0.007593757,0.0004820392,0.008996258,0.004725575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005779858,0.00004409838,0.9963822,0.00003747642,0.0000194857,0.0002026669,0.0005418713,0.0000414409,0.0001869211,0.00002647709,0.0004871607,0.001972459],"study_design_scores_gemma":[0.000009307588,0.0001212711,0.9969035,0.00003580886,0.00001753845,0.000287232,0.001769861,0.0002723897,0.00006943436,0.00001114663,0.0004872896,0.00001525576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965494,0.0002792389,0.000132908,0.0003520085,0.00001137061,0.0001518183,0.001180317,0.00001520992,0.00132771],"genre_scores_gemma":[0.9983536,0.0001413863,0.0004671561,0.0001789567,0.00001510863,0.00005453149,0.0005533213,0.000004699148,0.0002312255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1233956,"threshold_uncertainty_score":0.2482446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.030453497575992,"score_gpt":0.326727497271518,"score_spread":0.2962739996955259,"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."}}