{"id":"W4387337837","doi":"10.1016/j.cjca.2023.06.307","title":"FAMILIAL HYPERCHOLESTEROLEMIA IN CANADA: INVESTIGATING MANAGEMENT PATTERNS AND CLINICAL OUTCOMES FROM THE FH CANADA REGISTRY","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Familial hypercholesterolemia; Atherosclerotic cardiovascular disease; Patient registry; Disease; Internal medicine; Cholesterol","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009739886,0.0005089918,0.0007340729,0.002900612,0.003167182,0.00206043,0.001946345,0.0009936994,0.002325451],"category_scores_gemma":[0.00477592,0.0005257883,0.0009282265,0.01123527,0.0007010839,0.0006855563,0.001438042,0.001132267,0.0003391234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03133703,"about_ca_system_score_gemma":0.05171925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949034,"about_ca_topic_score_gemma":0.9965905,"domain_scores_codex":[0.9980551,0.0001519058,0.0001731655,0.0003202321,0.0006583777,0.0006412774],"domain_scores_gemma":[0.9938841,0.0002575459,0.001151311,0.0001997891,0.003251765,0.001255433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007213638,0.00003010323,0.994686,0.00002719478,0.00007525336,0.00006538668,0.0002977083,0.00006757869,0.00005196626,0.0001126573,0.002371686,0.002142308],"study_design_scores_gemma":[0.00001594491,0.00001127676,0.9979104,0.00004715984,0.00005469823,0.00006515504,0.0008173882,0.0002220662,0.00002881091,0.00002522227,0.0007897636,0.00001210554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685907,0.001763654,0.000189088,0.001532622,0.00003601694,0.00008811198,0.02319156,0.00003610835,0.004572033],"genre_scores_gemma":[0.9900798,0.001264921,0.0002961475,0.0003493323,0.00001926081,0.00004980099,0.006900028,0.00001606416,0.001024712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03133703,"threshold_uncertainty_score":0.2273671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03649906864490028,"score_gpt":0.2701960487962239,"score_spread":0.2336969801513236,"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."}}