{"id":"W3091392180","doi":"10.1016/j.cjca.2020.07.056","title":"HEALTHCARE RESOURCE UTILIZATION AND ASSOCIATED COSTS AMONG PATIENTS WITH ATHEROSCLEROTIC CARDIOVASCULAR DISEASES IN ALBERTA, CANADA","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Atherosclerotic cardiovascular disease; Health care; Intensive care medicine; Disease; Cardiovascular health; Healthcare system; Internal medicine; Emergency medicine; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009059669,0.0005300561,0.0007791831,0.002418569,0.002840366,0.002425645,0.00227881,0.001003294,0.003423047],"category_scores_gemma":[0.003792963,0.0006166083,0.001182421,0.007723115,0.0008585299,0.0005315593,0.001282814,0.001706177,0.0002783654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07747661,"about_ca_system_score_gemma":0.07907759,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986259,"about_ca_topic_score_gemma":0.9989738,"domain_scores_codex":[0.9983028,0.0001707687,0.0001544803,0.0001329197,0.0006338316,0.0006051101],"domain_scores_gemma":[0.9964767,0.0002798405,0.0005245714,0.00007118835,0.001512215,0.001135553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003151844,0.0001629385,0.9783282,0.0001653692,0.0003400327,0.0005211312,0.0005874793,0.001605492,0.0001252907,0.00104559,0.00828549,0.008517873],"study_design_scores_gemma":[0.00005457595,0.00002999553,0.9944431,0.0001455893,0.0001175728,0.0001526306,0.001638596,0.001704583,0.00002997528,0.000153335,0.001494495,0.0000355587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677141,0.005107159,0.0001856731,0.002980656,0.0001207357,0.0001060843,0.01577933,0.00002742337,0.007978906],"genre_scores_gemma":[0.9900506,0.002361135,0.0003042978,0.0004051062,0.00003483933,0.00002830125,0.004279902,0.000009240794,0.002526508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07747661,"threshold_uncertainty_score":0.5621348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1173046544408426,"score_gpt":0.2863524544040331,"score_spread":0.1690477999631905,"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."}}