{"id":"W2921315994","doi":"10.1093/jcag/gwz006.006","title":"A7 THE POLYP-BASED RESECT-AND-DISCARD STRATEGY","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal General Hospital; Université de Montréal","funders":"","keywords":"Medicine; Polypectomy; Guideline; Interval (graph theory); Colonoscopy; Confidence interval; Colorectal Polyp; Radiology; Endoscopy; General surgery; Internal medicine; Pathology; Colorectal cancer; Cancer","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":[0.01098603,0.0008436868,0.001233742,0.0005012768,0.0002875641,0.001481417,0.00143111,0.001203523,0.00527432],"category_scores_gemma":[0.01960593,0.000384544,0.001771912,0.0003617243,0.0006156086,0.0009938835,0.0005888813,0.0009901333,0.001007722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135729,"about_ca_system_score_gemma":0.002322273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004281216,"about_ca_topic_score_gemma":0.003615031,"domain_scores_codex":[0.9943371,0.003653107,0.0002631497,0.0009577947,0.0005552354,0.000233647],"domain_scores_gemma":[0.9900684,0.006462736,0.001659608,0.0007965142,0.0006070881,0.0004056465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03564422,0.004626645,0.208766,0.002115477,0.004487841,0.0005703543,0.0009042301,0.3252008,0.006706403,0.03097221,0.01358262,0.3664232],"study_design_scores_gemma":[0.008157811,0.02479959,0.07164486,0.0007230997,0.002836265,0.001225419,0.0005106054,0.843051,0.005395595,0.02583489,0.01556416,0.0002567246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7834373,0.002743898,0.1825283,0.004703167,0.000402298,0.004474836,0.003282729,0.0008369327,0.01759054],"genre_scores_gemma":[0.970057,0.0003632328,0.02374151,0.0009927984,0.00006648302,0.001019441,0.0007446978,0.00003501899,0.002979847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01098603,"threshold_uncertainty_score":0.0581004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009533228486561173,"score_gpt":0.2354576268486058,"score_spread":0.2259243983620446,"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."}}