{"id":"W1994321643","doi":"10.12927/hcq..16463","title":"ICES Report: Large Bowel Endoscopy in Ontario: Variation by Geographic Region and Hospital Type","year":2004,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Geographic variation; Endoscopy; Medicine; General surgery; Variation (astronomy); Surgery; Environmental health","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":[0.0009724206,0.0003138327,0.0004381421,0.00200065,0.001156855,0.001249974,0.0008123364,0.0005818193,0.003064119],"category_scores_gemma":[0.005890158,0.0003516032,0.0006319185,0.006262741,0.0004187296,0.0004456477,0.0008055089,0.0004794089,0.0005161825],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01281408,"about_ca_system_score_gemma":0.02107709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9792442,"about_ca_topic_score_gemma":0.9907094,"domain_scores_codex":[0.9986743,0.00008860022,0.00018655,0.0001404185,0.0006641925,0.0002460418],"domain_scores_gemma":[0.9896275,0.000818368,0.002928255,0.0003385773,0.004755171,0.001532285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009295421,0.0000189659,0.986152,0.00005701664,0.00005109915,0.0000618584,0.0005475132,0.00008536859,0.0001731457,0.00003356307,0.01031705,0.002409521],"study_design_scores_gemma":[0.000005014812,0.00001036755,0.9977317,0.000007988275,0.00001227664,0.00001714512,0.0003908805,0.00005330077,0.00002904772,0.000003607668,0.001734683,0.000003974844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8794995,0.0007091946,0.0004686739,0.002238604,0.0001012228,0.0002038357,0.1047791,0.0001165889,0.01188334],"genre_scores_gemma":[0.9452131,0.0006516535,0.0006540425,0.0008873761,0.00008012376,0.0001667125,0.03849012,0.00005976092,0.01379696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9871859,"threshold_uncertainty_score":0.09297305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115575426739903,"score_gpt":0.2688024092877261,"score_spread":0.2576466550203271,"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."}}