{"id":"W110352512","doi":"","title":"Abstract 13165: The Evolving Economic Burden of Heart Failure In Alberta","year":2010,"lang":"en","type":"article","venue":"Circulation","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Intensive care medicine; Cardiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0006122511,0.0001613894,0.0001575791,0.001312914,0.001735928,0.001730263,0.0008465194,0.0006274948,0.005577158],"category_scores_gemma":[0.001924773,0.0001146204,0.0001819895,0.002619814,0.0005690291,0.0003522201,0.001170318,0.0007085892,0.00026432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03261179,"about_ca_system_score_gemma":0.05784928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.987457,"about_ca_topic_score_gemma":0.9935364,"domain_scores_codex":[0.9993199,0.00008001186,0.00001987873,0.00002616613,0.0003003129,0.0002537399],"domain_scores_gemma":[0.9988546,0.00008337277,0.00008771638,0.00001376893,0.0004720565,0.0004884008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003442184,0.0001477569,0.7053819,0.0002675654,0.0001449449,0.001463255,0.002331128,0.002990178,0.0005462516,0.01095313,0.1364153,0.1390143],"study_design_scores_gemma":[0.00004156593,0.00003380028,0.9379115,0.0002278819,0.0000544816,0.0002261105,0.004951808,0.001979537,0.00008022012,0.001588029,0.05287633,0.00002868986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.775593,0.01344937,0.0006738956,0.1092639,0.0007213003,0.0001075845,0.01660424,0.00006452348,0.08352218],"genre_scores_gemma":[0.9643674,0.01042936,0.0009280852,0.003481971,0.0002311985,0.00003451696,0.003580292,0.00002227425,0.01692491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03261179,"threshold_uncertainty_score":0.2366162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05635347140907736,"score_gpt":0.4111023646384296,"score_spread":0.3547488932293522,"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."}}