{"id":"W2780654395","doi":"10.1093/fampra/cmx124","title":"Number of patients needed to prescribe statins in primary cardiovascular prevention: mirage and reality","year":2017,"lang":"en","type":"article","venue":"Family Practice","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McGill University; Institut National d'Excellence en Santé et en Services Sociaux","funders":"Abbott Vascular; Fonds de recherche du Québec; MSD France","keywords":"Medicine; Number needed to treat; Confidence interval; Relative risk; Randomized controlled trial; Internal medicine; Demography; Emergency medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001912498,0.0001348353,0.0005348411,0.00004875588,0.0001212746,0.00004108274,0.0001195521,0.00009266566,0.00001053004],"category_scores_gemma":[0.00153324,0.000125987,0.000219466,0.00009304431,0.0000528144,0.0004868155,0.0001614025,0.0002221909,0.00001436898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001229839,"about_ca_system_score_gemma":0.0002136657,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008841247,"about_ca_topic_score_gemma":0.000036644,"domain_scores_codex":[0.9980497,0.0003102025,0.0003637878,0.0003451158,0.0007055176,0.0002256969],"domain_scores_gemma":[0.9978772,0.00007257523,0.0002181815,0.001377101,0.0002803912,0.0001744955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007260751,0.004322391,0.366708,0.006150703,0.005669402,0.000846111,0.006210115,0.00008028264,0.001284518,0.0006876872,0.01644084,0.5843393],"study_design_scores_gemma":[0.00323449,0.0002096724,0.8991508,0.0001716282,0.0003709129,0.00002955287,0.0004559706,0.000006733943,0.0001331787,0.00003754528,0.09607598,0.0001235626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611204,0.0006813579,0.000445988,0.0008333222,0.0001450793,0.001341219,0.00002802423,0.00001750646,0.0353871],"genre_scores_gemma":[0.9902222,0.0005362084,0.007212163,0.001370815,0.0001262116,0.00007188057,0.00003733812,0.00002659257,0.0003965557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5842157,"threshold_uncertainty_score":0.997759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0389336478048037,"score_gpt":0.336308544281485,"score_spread":0.2973748964766814,"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."}}