{"id":"W2997794494","doi":"10.1016/j.cjco.2019.12.002","title":"GOAL Canada: Physician Education and Support Can Improve Patient Management","year":2019,"lang":"en","type":"article","venue":"CJC Open","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; St. Paul's Hospital; University of British Columbia; Canadian Heart Research Centre; Montreal Heart Institute; Université de Montréal; St. Michael's Hospital; University of Toronto","funders":"Janssen Pharmaceuticals; Duke Clinical Research Institute; Johnson and Johnson; Bristol-Myers Squibb Canada; Esperion Therapeutics; Ferring Pharmaceuticals; Novo Nordisk; University of Toronto; Luitpold Pharmaceuticals; Daiichi-Sankyo; Medicines Company; Regeneron Pharmaceuticals; Sunovion; Heart and Stroke Foundation of Canada; Tenax Therapeutics; New York University; Actelion Pharmaceuticals; York University; Pfizer; Novartis; Kowa Company; Sanofi; Merck; HLS Therapeutics; GlaxoSmithKline; Boehringer Ingelheim; Amgen; Servier; Bayer; CSL Behring; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Medical education; Nursing; Family medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00557106,0.0004956363,0.000422465,0.001303853,0.003416569,0.00267931,0.002112153,0.00207927,0.03318543],"category_scores_gemma":[0.02846671,0.0003235305,0.0007449512,0.001747222,0.0007692592,0.001331724,0.004308361,0.003220111,0.003336135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02452243,"about_ca_system_score_gemma":0.1444546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.726229,"about_ca_topic_score_gemma":0.8686482,"domain_scores_codex":[0.9954921,0.001483472,0.0002022799,0.0002415404,0.001575253,0.001005288],"domain_scores_gemma":[0.9645659,0.002975468,0.001151651,0.0008105902,0.01001187,0.02048443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001050606,0.0003849147,0.01139781,0.0002593088,0.00003532885,0.0001579705,0.000365209,0.0001723872,0.00006593969,0.002660994,0.8124657,0.1719294],"study_design_scores_gemma":[0.001677427,0.0004222251,0.1643839,0.003083967,0.0002005149,0.0003933287,0.002190981,0.002144942,0.000317957,0.009038136,0.8159516,0.0001948859],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03409522,0.009425342,0.004229026,0.7226982,0.005858697,0.001426017,0.008148972,0.002195608,0.2119229],"genre_scores_gemma":[0.4792398,0.02345451,0.06333268,0.307924,0.006175591,0.003736664,0.01262392,0.0009073765,0.1026056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.273771,"threshold_uncertainty_score":0.5507665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005092703167109514,"score_gpt":0.2408151809565494,"score_spread":0.2357224777894399,"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."}}