{"id":"W2133449415","doi":"10.1093/eurheartj/ehs481","title":"Why are we failing to implement effective therapies in cardiovascular disease?","year":2013,"lang":"en","type":"review","venue":"European Heart Journal","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Psychological intervention; Disease; Context (archaeology); Intensive care medicine; Disease management; Guideline; Intervention (counseling); Evidence-based practice; Risk analysis (engineering); Alternative medicine; Nursing","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":[0.1070795,0.001119792,0.002609501,0.002563259,0.004352987,0.01312096,0.005517114,0.01511864,0.01868006],"category_scores_gemma":[0.2970617,0.00122463,0.002191909,0.002102984,0.01501068,0.02077984,0.01122609,0.0299109,0.006208546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00848412,"about_ca_system_score_gemma":0.03748116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01617393,"about_ca_topic_score_gemma":0.01306671,"domain_scores_codex":[0.892599,0.06582396,0.0077232,0.006460883,0.02072875,0.006664231],"domain_scores_gemma":[0.7191825,0.1845465,0.0144713,0.01301773,0.04000027,0.02878158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003301187,0.000658527,0.01222515,0.01019724,0.0007678524,0.0003520532,0.006803639,0.001077899,0.000540811,0.07267494,0.3326065,0.5617654],"study_design_scores_gemma":[0.0006697873,0.001239503,0.02265053,0.04798105,0.0007347415,0.0006161364,0.01339708,0.001373226,0.001013438,0.1776612,0.7323239,0.0003394026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002275155,0.04413915,0.003034885,0.9391274,0.005734376,0.00006809782,0.000152504,0.0001354124,0.005333048],"genre_scores_gemma":[0.126325,0.1017077,0.02331221,0.7333912,0.009884953,0.0008486299,0.0004432829,0.0004347418,0.003652219],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1070795,"threshold_uncertainty_score":0.5662975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5058014317974054,"score_gpt":0.4670601659923622,"score_spread":0.03874126580504322,"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."}}