{"id":"W4366003793","doi":"10.54194/ubaw5789","title":"Economic cost of cardiomyopathy in Canada 2018 to 2021: opportunity for cost avoidance through pharmaceutical innovation.","year":2023,"lang":"en","type":"article","venue":"Canadian Health Policy","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bristol-Myers Squibb","keywords":"Cardiomyopathy; Productivity; Economic cost; Indirect costs; Business; Pharmaceutical industry; Medicine; Economics; Economic growth; Pharmacology; Heart failure; Accounting; Cardiology; Microeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001095847,0.0002091503,0.0007113509,0.001190376,0.0001531106,0.00002879285,0.0003659302,0.00009072071,0.0003302725],"category_scores_gemma":[0.0004593558,0.0003007484,0.00007609908,0.001360264,0.00005859915,0.0001502193,0.00005665436,0.0002294313,0.0004183393],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008119206,"about_ca_system_score_gemma":0.01954099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960128,"about_ca_topic_score_gemma":0.993706,"domain_scores_codex":[0.9968932,0.00003559442,0.001315884,0.0004628856,0.0000326347,0.001259769],"domain_scores_gemma":[0.9977761,0.0001675252,0.000310712,0.0003892277,0.00004704235,0.001309388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000295604,0.0000160532,0.01757798,0.0001754529,0.00004260781,0.000007578965,0.0005256973,0.003342599,0.00000290951,0.5782967,0.3864695,0.01351342],"study_design_scores_gemma":[0.0007597083,0.0000349111,0.01480775,0.00002042267,0.000001429461,0.000002077522,0.0000786668,0.004460756,0.00003446787,0.009219142,0.9702969,0.0002837366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3675551,0.001581019,0.000632838,0.4761668,0.004429698,0.00727629,0.08206967,0.00006397851,0.06022459],"genre_scores_gemma":[0.9210817,0.001015631,0.0001266249,0.07607545,0.0006802409,0.0003489314,0.0002592856,0.00005618786,0.0003560059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5838275,"threshold_uncertainty_score":0.9999444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1912754188480488,"score_gpt":0.3944989281333849,"score_spread":0.2032235092853361,"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."}}