{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006471907,0.0001415303,0.0001809099,0.001437602,0.0001642273,0.0003076254,0.000202046,0.0003928092,0.001225909],"category_scores_gemma":[0.005240778,0.000133464,0.0004143374,0.0005821279,0.0001519839,0.0002436718,0.0002253044,0.0002400363,0.0002357253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001513708,"about_ca_system_score_gemma":0.0001276031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001211787,"about_ca_topic_score_gemma":0.0008066807,"domain_scores_codex":[0.9994891,0.0001539702,0.00006076457,0.00008687412,0.0001193369,0.00008991819],"domain_scores_gemma":[0.9974489,0.0005760883,0.001300074,0.000223868,0.0002293081,0.0002218507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001772865,0.0000138305,0.9956537,0.00001008849,0.00003653483,0.0002179969,0.000041697,0.00008283712,0.0005208077,0.00002974025,0.00003645269,0.003179051],"study_design_scores_gemma":[0.000002577191,0.00008178867,0.9973241,0.000003976859,0.00002904992,0.00188068,0.0000426974,0.0002258436,0.0002445293,0.00002223843,0.0001388195,0.000003662215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982559,0.0009406285,0.0001979495,0.00002179232,0.00000357513,0.000004548621,0.0001490943,0.00001125353,0.0004153],"genre_scores_gemma":[0.9995368,0.0001357202,0.0000811558,0.000003473918,0.000005819071,0.000003221375,0.0001590033,0.000001949255,0.00007284575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001437602,"threshold_uncertainty_score":0.004101098,"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."}}