{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001621531,0.0003937518,0.0004768535,0.001678692,0.001239964,0.002305418,0.0008810112,0.0007476609,0.002833375],"category_scores_gemma":[0.01253553,0.0002381781,0.001149867,0.00320517,0.0004301304,0.0009321345,0.001270032,0.002289248,0.0001680344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07245944,"about_ca_system_score_gemma":0.1260507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991856,"about_ca_topic_score_gemma":0.9939547,"domain_scores_codex":[0.998381,0.0001671731,0.00007054683,0.00005734061,0.0006458125,0.0006781218],"domain_scores_gemma":[0.9931219,0.0006889372,0.0008993442,0.000077182,0.003839173,0.001373513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006413583,0.0002047384,0.7521555,0.0008083348,0.0008997602,0.0003763486,0.0005347905,0.01526777,0.0001951519,0.019638,0.1430179,0.06626041],"study_design_scores_gemma":[0.0001873687,0.0001286664,0.8926114,0.001102087,0.0007247544,0.000238103,0.001796708,0.02000827,0.0003740117,0.002744191,0.07999231,0.00009222307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6290546,0.03099882,0.002950474,0.1403751,0.001257502,0.000566108,0.1541972,0.0001641144,0.04043607],"genre_scores_gemma":[0.9585895,0.009366476,0.001321999,0.003010354,0.0002822633,0.0001114802,0.02207554,0.00001960443,0.005222741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07245944,"threshold_uncertainty_score":0.5257325,"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."}}