{"id":"W4392665452","doi":"10.21614/chirurgia.2024.v.119.i.1.p.21","title":"Recurrence and Carcinogenetic Rates of Colorectal Polyps","year":2024,"lang":"en","type":"article","venue":"Chirurgia","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Medicine; Polypectomy; Colonoscopy; Malignant transformation; Adenomatous polyps; Gastroenterology; Neoplastic transformation; Internal medicine; Adenoma; Resection; Surgery; Colorectal cancer; Cancer; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006986404,0.00006733082,0.0001292016,0.00008157236,0.00002296259,0.00001284983,0.00002089477,0.00004118905,0.00004791468],"category_scores_gemma":[0.0000352564,0.00005598602,0.00003992486,0.0002031753,0.00006630112,0.00002509433,0.00001933885,0.0001009934,0.000007938734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001981558,"about_ca_system_score_gemma":0.00006482624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007332687,"about_ca_topic_score_gemma":0.00001542645,"domain_scores_codex":[0.9995449,0.00001149749,0.0001043356,0.0001573478,0.0000907627,0.00009112222],"domain_scores_gemma":[0.9997755,0.00004732871,0.00001584942,0.00007398665,0.00002730056,0.0000600238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007552436,0.0001336726,0.2161648,0.002418021,0.0003139837,0.0002000351,0.003330602,0.00001566282,0.2088092,0.001196482,0.004344855,0.5555203],"study_design_scores_gemma":[0.0007286671,0.00403021,0.7000363,0.0007450284,0.0001552449,0.0005346811,0.0001354607,0.006481481,0.2819887,0.0003129854,0.004657477,0.0001938286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845814,0.01220385,0.00008789737,0.0001377694,0.0003014916,0.0001117549,0.00000575626,0.00005541498,0.002514743],"genre_scores_gemma":[0.9992136,0.0001643889,0.0002389659,0.00001833742,0.00007875905,0.00000908835,0.000003701442,0.000008719788,0.0002644699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5553265,"threshold_uncertainty_score":0.2283043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949486817075973,"score_gpt":0.2955126322697754,"score_spread":0.2760177640990156,"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."}}