{"id":"W4391873529","doi":"10.1093/jcag/gwad061.141","title":"A141 RISK OF TOTAL METACHRONOUS ADVANCED NEOPLASIA AFTER DETECTION OF PROXIMAL HYPERPLASTIC POLYPS, ADENOMAS, AND THEIR COMBINATION","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux; Boston Scientific Corporation","keywords":"Hyperplastic Polyp; Medicine; Gastroenterology; Internal medicine; Adenoma; Colonoscopy; Cancer; Colorectal cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000430858,0.0001934687,0.0003315209,0.0008467177,0.0002151138,0.0005074953,0.0003122536,0.0003078516,0.002622717],"category_scores_gemma":[0.002399282,0.0001953637,0.000760346,0.0007883594,0.0001639073,0.0002672964,0.0004218119,0.0003730753,0.000212188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001873546,"about_ca_system_score_gemma":0.0003130713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003294136,"about_ca_topic_score_gemma":0.004120754,"domain_scores_codex":[0.9995884,0.00009536191,0.00004462955,0.0001164655,0.00008955997,0.00006549498],"domain_scores_gemma":[0.9967945,0.0005506544,0.001867025,0.0001490924,0.0002036002,0.0004351818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002175261,0.000008161419,0.9979924,0.00001786044,0.0001007628,0.00009013022,0.000008463046,0.00003171714,0.0002053649,0.00000733053,0.00004015628,0.001280021],"study_design_scores_gemma":[0.000006774469,0.0001179581,0.9985095,0.000009747497,0.00007333534,0.0007380212,0.00002879771,0.0002476961,0.0001111362,0.0000177781,0.0001365113,0.000002722478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997722,0.001295388,0.0001044425,0.00003867431,0.000008027986,0.000006738428,0.0003589975,0.00000744307,0.0004583691],"genre_scores_gemma":[0.9994424,0.000167146,0.00007312173,0.000008534341,0.00001084071,0.000002155565,0.0001771036,9.249704e-7,0.0001178518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003294136,"threshold_uncertainty_score":0.008773863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002874248642770875,"score_gpt":0.2043811125115302,"score_spread":0.2015068638687594,"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."}}