{"id":"W2948084886","doi":"10.1016/j.gie.2019.03.1310","title":"Tu1083 CLINICAL MANAGEMENT OF COLORECTAL POLYPS: RESULTS OF AN INTERNATIONAL SURVEY","year":2019,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Polypectomy; Diminutive; General surgery; Colorectal cancer; Colonoscopy; Clinical Practice; Internal medicine; Cancer; Family medicine","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":[0.0009428634,0.0002790571,0.0003237395,0.001494904,0.0003762071,0.0006646648,0.0003712732,0.00047393,0.001331993],"category_scores_gemma":[0.002535837,0.0001617284,0.0004649869,0.003177255,0.0002525099,0.0006148146,0.0007982262,0.0003814564,0.0004394396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004901766,"about_ca_system_score_gemma":0.0004869709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01097656,"about_ca_topic_score_gemma":0.0121181,"domain_scores_codex":[0.9990308,0.0002545092,0.0001463755,0.0001592582,0.0002261755,0.0001829138],"domain_scores_gemma":[0.9977497,0.0002248768,0.001297128,0.0001119922,0.0002722585,0.000343976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005721343,0.00004322845,0.9980313,0.0000122408,0.00002808314,0.00002814544,0.0000648652,0.0000153712,0.00008945884,0.000008400326,0.0002143069,0.001407375],"study_design_scores_gemma":[0.000002851178,0.00003192061,0.9994623,0.000005970528,0.00001140431,0.00006405482,0.0001423935,0.00001897055,0.00001490033,0.00000276695,0.0002410665,0.000001409123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943343,0.0005750867,0.00008045654,0.0001277316,0.000008347822,0.00001833708,0.002857766,0.000005901995,0.001992038],"genre_scores_gemma":[0.994669,0.0006305198,0.0001176606,0.0001387509,0.00002023407,0.00003368416,0.003996675,0.000006370687,0.0003869484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01097656,"threshold_uncertainty_score":0.02182531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03654840819158305,"score_gpt":0.3503658490687349,"score_spread":0.3138174408771519,"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."}}