{"id":"W4323351244","doi":"10.1093/jcag/gwac036.097","title":"A97 LARGE NON-PEDUNCULATED COLONIC POLYP (LNPCP) OUTCOMES REFERRED FOR ENDOSCOPIC RESECTION IN BRITISH COLUMBIA: A QUALITY ASSURANCE INITIATIVE","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 British Columbia Hospital","funders":"","keywords":"Medicine; Colonoscopy; Perforation; Exact test; Surgery; Continuous variable; Retrospective cohort study; Referral; General surgery; Internal medicine; Colorectal 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":[0.001267966,0.0003504543,0.0004270896,0.001972268,0.002158253,0.002120127,0.001624358,0.0006034634,0.002491349],"category_scores_gemma":[0.004868997,0.0004378986,0.0003073868,0.005196682,0.000936046,0.000435616,0.002001349,0.0009615243,0.0003474478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01757845,"about_ca_system_score_gemma":0.0282288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.94222,"about_ca_topic_score_gemma":0.9569348,"domain_scores_codex":[0.9976442,0.0002709574,0.0002214688,0.000414638,0.0007921191,0.0006566003],"domain_scores_gemma":[0.9872965,0.0009706507,0.003111546,0.0003553916,0.005033723,0.003232303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004942814,0.0000825255,0.9923767,0.00006269857,0.00002377818,0.0001966548,0.0004868229,0.00003938601,0.0001626455,0.00004143332,0.0009976431,0.00548021],"study_design_scores_gemma":[0.000009246557,0.00004359448,0.9976071,0.00006977835,0.00001987242,0.0001166175,0.001371565,0.0001716342,0.00004616599,0.00001588969,0.0005218418,0.000006650906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929633,0.0007721718,0.0001452039,0.0007372024,0.00001542013,0.0001062307,0.002666194,0.00002469612,0.002569763],"genre_scores_gemma":[0.9959313,0.0006308342,0.0002924113,0.00044459,0.00001313511,0.00007699629,0.001622764,0.00001035693,0.0009775253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.94222,"threshold_uncertainty_score":0.1275411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389257067229898,"score_gpt":0.3000310908895188,"score_spread":0.2761385202172199,"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."}}