{"id":"W4388272530","doi":"10.1016/j.jcjd.2023.10.310","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 Diabetes","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Familial hypercholesterolemia; Patient registry; Family medicine; Gerontology; Pediatrics; 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":[0.001000947,0.0005228634,0.0007407033,0.002940505,0.003197147,0.002047067,0.002031032,0.0009937061,0.002339602],"category_scores_gemma":[0.004670564,0.0005489853,0.0009488532,0.01154136,0.0006862856,0.0007066049,0.001455834,0.001147112,0.0003552916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03084569,"about_ca_system_score_gemma":0.05096077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99507,"about_ca_topic_score_gemma":0.9966567,"domain_scores_codex":[0.9980164,0.0001575854,0.0001776406,0.00032505,0.0006741587,0.0006492255],"domain_scores_gemma":[0.9939307,0.0002511551,0.001135391,0.0002047467,0.003241264,0.001236696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007003129,0.00003041018,0.9947913,0.00002594251,0.00007398993,0.00005927894,0.0002761628,0.00006661314,0.00004919292,0.0001009892,0.002371647,0.002084502],"study_design_scores_gemma":[0.00001517654,0.00001083715,0.9979885,0.00004476939,0.00005310096,0.00005874126,0.0007731636,0.0002170516,0.00002876175,0.00002335628,0.0007747102,0.00001180393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654073,0.001753438,0.0001927,0.001464812,0.00003727481,0.00009347502,0.0262817,0.00003812388,0.004731283],"genre_scores_gemma":[0.9893872,0.001253046,0.0003019827,0.0003366096,0.00001884743,0.00005323809,0.007551949,0.00001647384,0.001080667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03084569,"threshold_uncertainty_score":0.2238021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821728382972705,"score_gpt":0.2530901267443469,"score_spread":0.2248728429146198,"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."}}