{"id":"W2410895905","doi":"10.1016/j.cjca.2015.07.281","title":"ENVIRONMENTAL SCAN OF SELF-IDENTIFIED HEART FAILURE CLINICS IN ONTARIO","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Heart failure; Medical emergency; Internal medicine; Environmental health; Cardiology","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":[0.000199767,0.000146551,0.0002014528,0.0011732,0.001960692,0.0007520051,0.0008316602,0.0005030442,0.002945244],"category_scores_gemma":[0.001193329,0.0002984802,0.0002403752,0.002228508,0.0006024514,0.0002595311,0.0008634232,0.000393959,0.0002436051],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01072573,"about_ca_system_score_gemma":0.01208911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9603026,"about_ca_topic_score_gemma":0.9831879,"domain_scores_codex":[0.9992909,0.00008206673,0.00004576989,0.000115581,0.0002301515,0.0002354941],"domain_scores_gemma":[0.9985577,0.0001486223,0.0002993681,0.00004060573,0.0006690691,0.0002845673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006275102,0.00004619743,0.9849319,0.00007181559,0.00002412294,0.001798347,0.004683883,0.0001301718,0.001292203,0.0001398681,0.002828038,0.003990666],"study_design_scores_gemma":[0.000002515268,0.00001843172,0.9921972,0.00002955729,0.000008968417,0.0002649475,0.004789441,0.0001498203,0.0001231436,0.00002376053,0.002384375,0.000007765406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864005,0.0002678648,0.0001382406,0.0009161103,0.0000114146,0.00005779414,0.005031532,0.00001672979,0.007159877],"genre_scores_gemma":[0.9956046,0.0002707384,0.000253515,0.000268083,0.000008986043,0.00002637994,0.001101122,0.00000800432,0.002458495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9892743,"threshold_uncertainty_score":0.07986236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02389542800191642,"score_gpt":0.2205652898017956,"score_spread":0.1966698617998792,"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."}}