{"id":"W3008425103","doi":"10.1093/jcag/gwz047.162","title":"A163 MICROCOSTING: ASSESSING HEALTH ECONOMICS IN GI","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Documentation; Medicine; Audit; Data collection; Activity-based costing; Cost database; Medical emergency; Medical record; Scale (ratio); Operations management; Accounting; Database; Statistics; Business; Computer science; Surgery; Engineering; Geography","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":[0.007189543,0.0004518285,0.0005203942,0.009596436,0.0003497271,0.001651374,0.0009931831,0.0005252273,0.005800216],"category_scores_gemma":[0.03237705,0.0003094324,0.001690594,0.007225844,0.0005630302,0.001959834,0.00130235,0.0006784216,0.0003960659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002180568,"about_ca_system_score_gemma":0.001262183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005719327,"about_ca_topic_score_gemma":0.005807943,"domain_scores_codex":[0.9946229,0.002764976,0.001051463,0.0003061457,0.001000481,0.0002539953],"domain_scores_gemma":[0.956123,0.01975688,0.01803235,0.0007820548,0.003757728,0.00154793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002280582,0.00008759854,0.9875154,0.0002480542,0.0002099551,0.0001119269,0.0001152666,0.000785756,0.00002493648,0.0002960734,0.000899697,0.009477194],"study_design_scores_gemma":[0.00001933595,0.0004016399,0.9937709,0.0001424203,0.00008321672,0.0003148186,0.0005633352,0.003105797,0.00007898655,0.0003561278,0.001147152,0.00001636582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781608,0.002664413,0.002595884,0.000737404,0.00004829333,0.001219241,0.006844858,0.00004702867,0.007682142],"genre_scores_gemma":[0.9933352,0.0004578299,0.003573988,0.00007102892,0.00005196071,0.0004365018,0.001463709,0.000007584609,0.0006021386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009596436,"threshold_uncertainty_score":0.0380224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1912954809655239,"score_gpt":0.3691288097879806,"score_spread":0.1778333288224567,"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."}}