{"id":"W4386221732","doi":"10.1503/cmaj.230048","title":"Apolipoprotein B in cardiovascular risk assessment","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Western University","funders":"","keywords":"Dyslipidemia; Guideline; Apolipoprotein B; Cholesterol; Medicine; Ldl cholesterol; High-density lipoprotein; Internal medicine; Lipoprotein; Endocrinology; Bioinformatics; Biology; Pathology; Obesity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00467383,0.0007390717,0.001349009,0.001839521,0.0003809791,0.001936678,0.0007082667,0.001652829,0.003596107],"category_scores_gemma":[0.009534136,0.0002470818,0.0004091029,0.001866461,0.0006921679,0.0008041345,0.0007926509,0.00395964,0.001730078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168927,"about_ca_system_score_gemma":0.002284067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518784,"about_ca_topic_score_gemma":0.01021062,"domain_scores_codex":[0.9981943,0.0009668331,0.0001721463,0.0001486189,0.0004431976,0.00007480171],"domain_scores_gemma":[0.9967641,0.001647346,0.0003590989,0.0001154653,0.0007375645,0.000376431],"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":[0.0009414657,0.0002347466,0.03476573,0.001530677,0.0005349637,0.0005058253,0.0001910352,0.0005172541,0.000308962,0.01765271,0.1616845,0.7811322],"study_design_scores_gemma":[0.0009708339,0.00100711,0.1883176,0.02187452,0.001942401,0.005919548,0.0008064488,0.004786253,0.000736675,0.1659876,0.6073366,0.0003144209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006836977,0.9042231,0.004981362,0.05332355,0.00466891,0.00005122647,0.001022571,0.0001348404,0.02475755],"genre_scores_gemma":[0.1659617,0.7621396,0.01648804,0.02364117,0.0179576,0.0002504681,0.001604181,0.0001085162,0.0118487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01518784,"threshold_uncertainty_score":0.03019887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008803408640405868,"score_gpt":0.2601064654655902,"score_spread":0.2513030568251843,"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."}}