{"id":"W2121080159","doi":"10.1136/gutjnl-2014-308908","title":"Monitoring postcolonoscopy colorectal cancers: dangerous crossroads?","year":2014,"lang":"en","type":"letter","venue":"Gut","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Medical Research Council","keywords":"Medicine; Benchmarking; Colonoscopy; Colorectal cancer; Terminology; Quality (philosophy); Medical physics; Cancer; Internal medicine","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":[0.1109428,0.001337097,0.002645789,0.004418728,0.001615717,0.008093945,0.004313529,0.005140482,0.003547783],"category_scores_gemma":[0.2053889,0.0006879806,0.001503206,0.005221559,0.00499176,0.01638389,0.006480854,0.01064239,0.001518867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00577493,"about_ca_system_score_gemma":0.01119808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01383626,"about_ca_topic_score_gemma":0.01337422,"domain_scores_codex":[0.9257115,0.04048189,0.01123721,0.00567427,0.01519593,0.001699244],"domain_scores_gemma":[0.7573324,0.1279546,0.02225833,0.01495346,0.0681677,0.009333469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005447009,0.0001891661,0.05461333,0.009966286,0.000563987,0.0002477062,0.003319001,0.001415963,0.000601035,0.05116986,0.1045187,0.7728503],"study_design_scores_gemma":[0.0002242779,0.002271965,0.1178383,0.05674995,0.0008656655,0.002648201,0.009479477,0.006233838,0.003082755,0.1780799,0.621954,0.0005716671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01156939,0.2830363,0.0308171,0.6511722,0.01003748,0.0002847112,0.00104291,0.0006259087,0.01141405],"genre_scores_gemma":[0.3365623,0.3220412,0.1165962,0.1835459,0.03330529,0.0009600924,0.002316195,0.0006780355,0.003994863],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1109428,"threshold_uncertainty_score":0.5867289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0275342356839201,"score_gpt":0.298667579845654,"score_spread":0.2711333441617339,"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."}}