{"id":"W1963936146","doi":"10.1136/bmj.332.7542.659","title":"Revisiting Rose: strategies for reducing coronary heart disease","year":2006,"lang":"en","type":"review","venue":"BMJ","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":194,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Work & Health; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Rose (mathematics); Coronary heart disease; Coronary disease; Medicine; Computer science; Cardiology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003019111,0.0003229725,0.002121356,0.00008586267,0.0001585549,0.00004368025,0.0000705334,0.0001473189,0.00002456907],"category_scores_gemma":[0.0001284842,0.0002357937,0.0005779322,0.0001037795,0.00004672306,0.00005785614,0.00007102479,0.0002320063,0.00003524086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000157106,"about_ca_system_score_gemma":0.000557792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001886663,"about_ca_topic_score_gemma":4.935143e-7,"domain_scores_codex":[0.9984303,0.00006340839,0.0006097674,0.0004063823,0.0002081604,0.0002820055],"domain_scores_gemma":[0.998815,0.0002787046,0.0002192456,0.0004258911,0.0001379553,0.0001231759],"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":[0.00003198114,0.000036411,0.00001246563,0.04898774,0.0003314707,0.0001514417,0.00001104044,6.193351e-7,5.523919e-7,0.0001973714,0.4924734,0.4577655],"study_design_scores_gemma":[0.0002534197,0.00004458342,0.00009788402,0.03196883,0.008314251,0.0002056996,0.00004243158,0.000003473004,8.354333e-8,0.00007881773,0.9587507,0.0002397907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.996463e-7,0.9920601,0.00001899336,0.001670131,0.0002272755,0.001982246,0.000093795,0.0000952352,0.003851354],"genre_scores_gemma":[0.00002486623,0.9891356,0.001158274,0.001046195,0.003677594,0.0003980797,0.0003320412,0.00007033842,0.004157],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4662773,"threshold_uncertainty_score":0.9615389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179394893345399,"score_gpt":0.4020046126477168,"score_spread":0.284065123313177,"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."}}