{"id":"W4399024825","doi":"10.1016/j.jacadv.2024.100988","title":"The HEARTRISK6 Scale","year":2024,"lang":"en","type":"article","venue":"JACC Advances","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; Lawson Health Research Institute; Western University; Schwartz/Reisman Emergency Medicine Institute; London Health Sciences Centre; University of Calgary; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; Ottawa Hospital Research Institute","keywords":"Scale (ratio); Geography; Cartography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00195104,0.0008006892,0.0006001219,0.002341275,0.000363965,0.001057861,0.001137902,0.0004736057,0.01227887],"category_scores_gemma":[0.00899864,0.000170296,0.001181388,0.001439458,0.0002808079,0.0008520843,0.001601781,0.001512666,0.004989807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000510995,"about_ca_system_score_gemma":0.000687663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001411561,"about_ca_topic_score_gemma":0.001719335,"domain_scores_codex":[0.9978976,0.0004983799,0.000443665,0.0002401519,0.0007420855,0.000177993],"domain_scores_gemma":[0.9957924,0.0006337314,0.001839955,0.0002300926,0.0009211469,0.0005826605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001400529,0.0002990361,0.8170918,0.0005909916,0.0007533775,0.0002403213,0.00024092,0.001057676,0.0002833682,0.002137606,0.09230155,0.08360289],"study_design_scores_gemma":[0.0004159409,0.0004919489,0.9266569,0.0003372411,0.0002910322,0.001568914,0.0002270317,0.001314639,0.0002170504,0.004307764,0.06409464,0.00007688696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6366457,0.009281266,0.01591397,0.009446427,0.001054261,0.004319014,0.1553318,0.001469409,0.1665382],"genre_scores_gemma":[0.845817,0.003315455,0.02433804,0.00214382,0.0007336092,0.002994913,0.1041222,0.0002248952,0.01631009],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01227887,"threshold_uncertainty_score":0.04107696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009554187103636626,"score_gpt":0.3094839131800335,"score_spread":0.2999297260763969,"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."}}