{"id":"W2113852528","doi":"10.1161/01.cir.0000046804.13847.5d","title":"A Lifetime of Prevention","year":2002,"lang":"en","type":"letter","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002504759,0.000527011,0.000900164,0.0008950764,0.002982325,0.002881178,0.0006798232,0.004452121,0.05384345],"category_scores_gemma":[0.01254621,0.000228758,0.0004669433,0.0006481854,0.002710464,0.003576873,0.002130912,0.0100725,0.01344106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00278038,"about_ca_system_score_gemma":0.00424525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002821325,"about_ca_topic_score_gemma":0.003737746,"domain_scores_codex":[0.9978862,0.0006960095,0.0001274761,0.0003752105,0.0005933011,0.0003216129],"domain_scores_gemma":[0.9941283,0.00129864,0.0002922769,0.0007093316,0.001067675,0.002503844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000118934,0.000276177,0.004076768,0.0002812814,0.00006650251,0.001412941,0.0007976311,0.00008380178,0.0007409978,0.06439607,0.7520877,0.1756613],"study_design_scores_gemma":[0.00003035347,0.0001004131,0.002513192,0.001102845,0.00001958703,0.002692764,0.000646653,0.00008244189,0.0001022831,0.01905884,0.9736299,0.00002082586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00425366,0.03844282,0.001942396,0.8317096,0.01746069,0.00004577119,0.0003627097,0.0001331521,0.1056492],"genre_scores_gemma":[0.1705173,0.06685763,0.003005125,0.5478811,0.03557849,0.0001523679,0.0006964848,0.0001540355,0.1751576],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05384345,"threshold_uncertainty_score":0.1801243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191139041032897,"score_gpt":0.2729439448273558,"score_spread":0.2410325544170268,"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."}}