{"id":"W2892772088","doi":"10.1200/jgo.18.27400","title":"Impact of Follow-Up Colonoscopy Quality on Canadian Colorectal Cancer Outcomes and Costs","year":2018,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Partnership Against Cancer","funders":"","keywords":"Colonoscopy; Medicine; Colorectal cancer; Fecal occult blood; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002785625,0.0006563531,0.0005741059,0.00088914,0.0007086816,0.001418325,0.001344342,0.0006602936,0.002982625],"category_scores_gemma":[0.01590136,0.0003572186,0.00153599,0.001682068,0.0004793378,0.000565654,0.000860336,0.001004819,0.0001422937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05018545,"about_ca_system_score_gemma":0.02885187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9466423,"about_ca_topic_score_gemma":0.8881975,"domain_scores_codex":[0.9980561,0.0004650711,0.00007645867,0.0002234568,0.0005470624,0.0006318332],"domain_scores_gemma":[0.9937209,0.00225293,0.001085812,0.0002964801,0.002105546,0.000538346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001369222,0.0002230972,0.2069159,0.000304521,0.0005820275,0.0002436031,0.0001612494,0.7623003,0.000554098,0.005449555,0.003964674,0.01793182],"study_design_scores_gemma":[0.0005880749,0.0008733966,0.3226684,0.0002143173,0.0009124584,0.0002264346,0.0004945018,0.6648988,0.001327546,0.002638652,0.004968259,0.0001892369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722649,0.0009828538,0.002496362,0.001684277,0.00003586815,0.0001796196,0.01460365,0.00009060869,0.007662051],"genre_scores_gemma":[0.9958188,0.0002204828,0.0009596258,0.00007142319,0.000003870502,0.00003551357,0.002218992,0.00000851109,0.0006627641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05335772,"threshold_uncertainty_score":0.3641226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03185670056842878,"score_gpt":0.4193541516996941,"score_spread":0.3874974511312653,"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."}}