{"id":"W2794124662","doi":"10.1093/jcag/gwy008.041","title":"A40 FACTORS AFFECTING MEGAPOLYPECTOMY SUCCESS","year":2018,"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":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Malignancy; Surgery; Perforation; Resection; Dysplasia; Polypectomy; General surgery; Colonoscopy; Colorectal cancer; Cancer; Internal medicine","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":[0.000886116,0.0002608305,0.0002660605,0.00102415,0.000593371,0.0008892574,0.0004201058,0.0005909157,0.007697293],"category_scores_gemma":[0.009637442,0.0002152043,0.0005552971,0.001380219,0.0005177009,0.0005407077,0.0003694438,0.0006582641,0.001014009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003663014,"about_ca_system_score_gemma":0.0006091447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003902314,"about_ca_topic_score_gemma":0.004616318,"domain_scores_codex":[0.9992244,0.0001526521,0.0001273178,0.00008450709,0.0002238891,0.0001871927],"domain_scores_gemma":[0.9895948,0.003869538,0.003784656,0.0003587446,0.0009947709,0.001397542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003718915,0.00002135657,0.9987572,0.000004976608,0.00001328154,0.000114462,0.0000214682,0.00002357421,0.00005354186,0.0000106076,0.00009761551,0.0008446118],"study_design_scores_gemma":[0.000002221133,0.00008308479,0.9986506,0.000009238785,0.00001617766,0.000620156,0.0001416292,0.0001474559,0.00004983996,0.00002022331,0.0002552296,0.000004093584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959548,0.0007046972,0.00009506764,0.0002046585,0.00001416281,0.00001605589,0.000292412,0.00000873904,0.002709439],"genre_scores_gemma":[0.9992551,0.0001598578,0.00006353007,0.00002470868,0.00002272518,0.000007264352,0.0001714149,0.000004254269,0.0002910721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007697293,"threshold_uncertainty_score":0.02574998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01138360313560924,"score_gpt":0.2520375545213067,"score_spread":0.2406539513856974,"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."}}