{"id":"W3135836418","doi":"10.1093/jcag/gwab002.117","title":"A119 THE LOCATION-BASED RESECT AND DISCARD STRATEGY FOR DIMINUTIVE COLORECTAL POLYPS: A PROSPECTIVE CLINICAL STUDY","year":2021,"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":"McGill University; Montreal General Hospital; Université de Montréal","funders":"","keywords":"Diminutive; Medicine; Guideline; Medical diagnosis; Colorectal Polyp; Colonoscopy; Prospective cohort study; General surgery; Radiology; Internal medicine; Surgery; 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":[0.004697763,0.0005624174,0.0005154629,0.0006730058,0.0004250807,0.0009673882,0.0005001933,0.0007434106,0.00234909],"category_scores_gemma":[0.007875194,0.0005054913,0.000913959,0.0007446067,0.0007489463,0.001221654,0.0006503006,0.000718283,0.0006693926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004369165,"about_ca_system_score_gemma":0.0007895462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006462365,"about_ca_topic_score_gemma":0.001071597,"domain_scores_codex":[0.9972638,0.001356852,0.0003150018,0.0005389351,0.0003274339,0.0001979894],"domain_scores_gemma":[0.9925976,0.002512438,0.002609231,0.0007719313,0.0007866419,0.0007221951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01085483,0.001740884,0.9745544,0.0003191116,0.0004282705,0.0003100105,0.0002972921,0.0002050714,0.0005367929,0.00008765906,0.0002339636,0.01043178],"study_design_scores_gemma":[0.00222452,0.04165716,0.94894,0.0002314509,0.0009484119,0.001627855,0.000794141,0.001369405,0.0004478097,0.0001626936,0.001518453,0.00007811358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981247,0.0007600735,0.0003154214,0.00003041249,0.00001295184,0.0002756777,0.0001332929,0.000002699687,0.0003448051],"genre_scores_gemma":[0.9985139,0.0002464842,0.0005188509,0.00006391272,0.00004127551,0.0002422147,0.0002581435,0.000002238117,0.0001129176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004697763,"threshold_uncertainty_score":0.02484447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582359784079822,"score_gpt":0.3134211311842398,"score_spread":0.2875975333434416,"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."}}