{"id":"W2980008936","doi":"10.14309/01.ajg.0000601088.29161.70","title":"2889 Upper and Lower Gastrointestinal Endoscopy and Concomitant Anesthesia in a Central Canadian Province: A Population-Based Study","year":2019,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Beekeepers' Association; University of Manitoba","funders":"","keywords":"Medicine; Concomitant; Generalized estimating equation; Reimbursement; Logistic regression; Population; Demography; Endoscopy; Health care; Database; Surgery; Internal medicine; Environmental health; Statistics","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":[0.0009713562,0.0006280605,0.0007443478,0.003080857,0.003979062,0.001686514,0.001902902,0.0007413716,0.002489148],"category_scores_gemma":[0.001942445,0.0006985189,0.001072314,0.009688316,0.001185485,0.0005760992,0.001117244,0.0009317114,0.0003652984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03525797,"about_ca_system_score_gemma":0.068555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955491,"about_ca_topic_score_gemma":0.997195,"domain_scores_codex":[0.9982158,0.00008060309,0.0001348367,0.0003041967,0.0007562373,0.0005084031],"domain_scores_gemma":[0.9979102,0.00009176588,0.0004022932,0.00008415804,0.0009670641,0.0005444791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000433972,0.0000491128,0.9952666,0.0001052361,0.00007829305,0.0001269403,0.0006579118,0.00006004883,0.0001835298,0.0000765266,0.001292834,0.002059617],"study_design_scores_gemma":[0.000009584789,0.00003058825,0.9969805,0.00007503522,0.00004833299,0.000100419,0.001560182,0.0002040718,0.00002888157,0.00001820249,0.0009290742,0.00001522566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984963,0.001438289,0.0002080935,0.0005529948,0.00002942984,0.0001947162,0.009775355,0.00002474901,0.002813325],"genre_scores_gemma":[0.9945298,0.0009384313,0.0004622633,0.0003279612,0.00001778301,0.00006755855,0.002994385,0.00000980815,0.0006520813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03525797,"threshold_uncertainty_score":0.2558156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006017789877460527,"score_gpt":0.2374695860186014,"score_spread":0.2314517961411409,"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."}}