{"id":"W4385230700","doi":"10.1161/jaha.123.030405","title":"Standardization of Apolipoprotein B, LDL‐Cholesterol, and Non‐HDL‐Cholesterol","year":2023,"lang":"en","type":"review","venue":"Journal of the American Heart Association","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Apolipoprotein B; Ldl cholesterol; Cholesterol; Internal medicine; Standardization","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":[0.08367918,0.000899252,0.001771819,0.003837327,0.001438539,0.005930532,0.003109233,0.002574283,0.001534166],"category_scores_gemma":[0.1008481,0.0005399208,0.001060653,0.00423345,0.00795322,0.002831621,0.003019525,0.003718393,0.001718104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002963695,"about_ca_system_score_gemma":0.009564443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004980071,"about_ca_topic_score_gemma":0.002918269,"domain_scores_codex":[0.9007614,0.0462859,0.0128707,0.007378103,0.03147063,0.0012332],"domain_scores_gemma":[0.9393354,0.01275239,0.007279362,0.01481859,0.02435366,0.001460681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004412628,0.0003049974,0.03788628,0.004187554,0.0004294787,0.0003526164,0.002929218,0.00147194,0.012743,0.07979373,0.08373165,0.7757282],"study_design_scores_gemma":[0.0001386413,0.001135632,0.07082626,0.004855183,0.000421554,0.002203955,0.001907074,0.002484196,0.02195958,0.08107074,0.8127384,0.0002587246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06066287,0.3815157,0.2910019,0.1390805,0.05458112,0.002041792,0.001935219,0.00223397,0.06694691],"genre_scores_gemma":[0.3783361,0.1836424,0.3476964,0.04549911,0.01967202,0.002987049,0.002595725,0.00118303,0.01838817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08367918,"threshold_uncertainty_score":0.4425431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02723333980626674,"score_gpt":0.3379609130382651,"score_spread":0.3107275732319984,"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."}}