{"id":"W4387160983","doi":"10.1055/a-2184-1609","title":"Geometry of cold snare polypectomy and risk of incomplete resection","year":2023,"lang":"en","type":"article","venue":"Endoscopy","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Polypectomy; Medicine; Resection; Colorectal Polyp; Surgery; Colorectal cancer; Internal medicine; Cancer; Colonoscopy","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":[0.001666055,0.0003946571,0.0004531237,0.0006688145,0.0002215374,0.00105852,0.0004016146,0.0005240663,0.002409986],"category_scores_gemma":[0.01089648,0.0004165463,0.0008559916,0.0003658356,0.0005827281,0.0008369145,0.0007760911,0.0003238796,0.000439587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007181817,"about_ca_system_score_gemma":0.000433252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689674,"about_ca_topic_score_gemma":0.001413965,"domain_scores_codex":[0.9983165,0.0005336274,0.0001587089,0.000332525,0.0005410462,0.0001175738],"domain_scores_gemma":[0.9849656,0.008444587,0.004448351,0.0009555716,0.000800528,0.0003853723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003480659,0.0001170272,0.7866231,0.000499312,0.0005291663,0.001888755,0.0001802933,0.1180772,0.027864,0.001713121,0.0006211582,0.05840631],"study_design_scores_gemma":[0.0000512179,0.00144685,0.7779278,0.0001077452,0.0004499799,0.008250341,0.0003496217,0.1858818,0.01907494,0.003435472,0.002858901,0.0001653993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725857,0.001695286,0.02203961,0.000165589,0.00002279642,0.0000375542,0.0004240728,0.0001002892,0.002928981],"genre_scores_gemma":[0.9978772,0.0001994914,0.001484274,0.00001394032,0.000007472232,0.00001241137,0.0001431965,0.00001909727,0.0002429625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002409986,"threshold_uncertainty_score":0.008811057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018700643526426,"score_gpt":0.2891943928880854,"score_spread":0.2704937493616594,"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."}}