{"id":"W1608671385","doi":"10.1155/2013/279897","title":"The Appropriateness of Surveillance Colonoscopy Intervals after Polypectomy","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Polypectomy; Colonoscopy; Medicine; General surgery; Internal medicine; Colorectal cancer; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002817308,0.00008235266,0.0002872554,0.0001510624,0.00005095064,0.00001876811,0.0001262608,0.00005296354,0.0001594588],"category_scores_gemma":[0.0001090652,0.00005534567,0.0001138686,0.00008527462,0.0001920665,0.00005321336,0.00001053787,0.0002101953,0.000006805475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000017,"about_ca_system_score_gemma":0.0003051304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004523755,"about_ca_topic_score_gemma":0.0397026,"domain_scores_codex":[0.999087,0.0001023922,0.0003570013,0.00007990453,0.00009355922,0.0002801206],"domain_scores_gemma":[0.9989074,0.00004720922,0.0002355989,0.0001410366,0.0003551989,0.000313537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01339899,0.0000164003,0.9805487,0.00002479156,0.0001519434,0.00007025113,0.0001794073,0.000009439211,0.0007057386,0.000009173603,0.001977899,0.002907286],"study_design_scores_gemma":[0.001223455,0.01295383,0.9802815,0.0000699946,0.00003177103,0.00114997,0.0001332415,0.00005778159,0.0006551055,0.00007048618,0.003331696,0.0000411799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954008,0.0004680732,0.0004414447,0.002738514,0.0006468404,0.0001302772,0.000005169347,0.000003265348,0.0001655849],"genre_scores_gemma":[0.9991438,0.00001754889,0.0001848887,0.0003962022,0.0001483186,0.00001193129,7.377366e-7,0.00000953927,0.00008705213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03517885,"threshold_uncertainty_score":0.9778203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008114146227191341,"score_gpt":0.2256118806523599,"score_spread":0.2174977344251685,"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."}}