{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009414694,0.00009885192,0.0005014884,0.0005923585,0.00003357202,0.00002107902,0.0002237679,0.0002118694,0.00003144615],"category_scores_gemma":[0.00009831699,0.00009566273,0.000116358,0.000136998,0.00009238665,0.0002103195,0.00002635214,0.0003769433,0.00003409924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004295114,"about_ca_system_score_gemma":0.001310557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2817596,"about_ca_topic_score_gemma":0.8510692,"domain_scores_codex":[0.9988347,0.0000424775,0.0005907114,0.0001171282,0.0001119818,0.0003030319],"domain_scores_gemma":[0.9992979,0.00001905121,0.0003173615,0.0001649548,0.0001013882,0.00009933377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001044849,0.000003010786,0.9809335,0.0000170154,0.00004057015,0.0001064992,0.00009853446,0.0001358293,0.00002864142,0.001047295,0.01638736,0.001191308],"study_design_scores_gemma":[0.0005149098,0.00004236871,0.2478006,0.00002237768,0.00001778809,0.0001272243,0.0005327832,0.000006509195,0.000004013324,0.0008001389,0.7500558,0.00007540839],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931221,0.0002162618,0.0000356681,0.00152639,0.001224697,0.0001039864,0.000003019141,0.000006456018,0.003761444],"genre_scores_gemma":[0.9988001,0.000002511714,0.0001277128,0.0002889834,0.0007229393,0.000001512027,0.000003571058,0.00001135433,0.00004129841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7336685,"threshold_uncertainty_score":0.7230232,"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."}}