{"id":"W2979925646","doi":"10.1016/j.cjca.2019.07.551","title":"ECONOMIC IMPACT ASSESSMENT OF REDUCING HEART FAILURE RELATED HOSPITALIZATIONS IN ALBERTA, CANADA BY A COMMUNITY- BASED OUTPATIENT HEART FAILURE CLINIC- A PILOT STUDY","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Heart failure; Demographics; Emergency medicine; Health care; Outpatient clinic; Ethnic group; Medical emergency; Family medicine; Demography; Internal medicine","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":[0.00274473,0.001090017,0.001000431,0.001004241,0.00280329,0.001704552,0.002208394,0.001218128,0.003150085],"category_scores_gemma":[0.005390884,0.0004907079,0.001624126,0.002350279,0.001223643,0.0005310772,0.001310322,0.001365369,0.0001665163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06119319,"about_ca_system_score_gemma":0.06574136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.973044,"about_ca_topic_score_gemma":0.9798322,"domain_scores_codex":[0.9968385,0.001249336,0.0001309463,0.000178227,0.0007561689,0.0008469353],"domain_scores_gemma":[0.9952679,0.0008598461,0.0005268633,0.0001605242,0.001349297,0.001835379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1398527,0.07758765,0.6214052,0.002459274,0.003661295,0.001431615,0.002376022,0.01139715,0.002229972,0.002075249,0.009730729,0.1257932],"study_design_scores_gemma":[0.02329886,0.0215014,0.9410056,0.0003661017,0.001663269,0.0001518024,0.00262315,0.006623071,0.0002807392,0.0002513031,0.002111413,0.0001232655],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926713,0.0009524272,0.0001271892,0.0006353739,0.00004183127,0.001327786,0.001665434,0.00001191415,0.002566781],"genre_scores_gemma":[0.9959485,0.0007449505,0.0005949155,0.0003552638,0.0000383727,0.0004008531,0.001045957,0.000003946922,0.0008672735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06119319,"threshold_uncertainty_score":0.4439898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01430118950540723,"score_gpt":0.284089659027963,"score_spread":0.2697884695225558,"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."}}