{"id":"W3182438669","doi":"10.1161/jaha.120.020126","title":"Treatment Inertia in Patients With Familial Hypercholesterolemia","year":2021,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; Université de Montréal; Canadian Heart Research Centre; Montreal Heart Institute; St. Michael's Hospital; University of British Columbia; University of Toronto","funders":"","keywords":"Medicine; Familial hypercholesterolemia; Ezetimibe; Internal medicine; Statin; Gastroenterology; Clinical endpoint; Cholesterol; Randomized controlled trial","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":[0.0004393537,0.0001593103,0.0004396944,0.0005280894,0.0007482386,0.0008121743,0.000184613,0.0005802155,0.001836014],"category_scores_gemma":[0.003353076,0.0001569343,0.0003414202,0.0007820969,0.0002156311,0.0004742852,0.000354446,0.000751797,0.0001369871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007902853,"about_ca_system_score_gemma":0.0006593475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009151855,"about_ca_topic_score_gemma":0.008958045,"domain_scores_codex":[0.9995442,0.0001162568,0.00005644963,0.00008832217,0.00007941595,0.0001153844],"domain_scores_gemma":[0.99836,0.0003191243,0.0008929631,0.00003046295,0.00007882003,0.0003186329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001341779,0.0001222124,0.9962674,0.00002091275,0.00003762263,0.0001602701,0.0002646814,0.00002377804,0.00006077956,0.00006175329,0.0002580436,0.002588327],"study_design_scores_gemma":[0.000029664,0.0001445255,0.9980058,0.00002091582,0.00003862927,0.0005029882,0.000487463,0.000270036,0.00001673826,0.0001156002,0.0003623025,0.000005374897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980589,0.0006172365,0.00004110691,0.0003208199,0.00001218926,0.0000109412,0.0001419353,0.00000299704,0.0007940416],"genre_scores_gemma":[0.9994463,0.0001300402,0.00005572504,0.0001501678,0.0000277934,0.00001047041,0.00009973513,8.694549e-7,0.00007889466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009151855,"threshold_uncertainty_score":0.01819718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007439284242738624,"score_gpt":0.2464779836324333,"score_spread":0.2390386993896947,"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."}}