{"id":"W3157600424","doi":"10.1210/jendso/bvab048.1046","title":"The Use of Genetic Testing Panels for Dyslipidemia: A Quality Improvement Project at the McGill University Health Centre","year":2021,"lang":"en","type":"article","venue":"Journal of the Endocrine Society","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Genetic testing; Dyslipidemia; Medicine; Specialty; Family medicine; Test (biology); Internal medicine; Biology; Obesity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.07859076,0.0007493832,0.0006899057,0.004325575,0.004252971,0.005262544,0.004297507,0.001221796,0.002239715],"category_scores_gemma":[0.09630869,0.000671068,0.0007931953,0.006767514,0.002572584,0.001450778,0.005021009,0.001675713,0.0003685281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0584911,"about_ca_system_score_gemma":0.1714884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7288844,"about_ca_topic_score_gemma":0.625861,"domain_scores_codex":[0.9189371,0.03025741,0.005344526,0.005316036,0.03222733,0.007917608],"domain_scores_gemma":[0.7353945,0.03612089,0.03369679,0.01360148,0.1250576,0.05612867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00108129,0.001125952,0.7682283,0.0009378063,0.0003103992,0.0002212745,0.004966326,0.00173554,0.002042443,0.0008009156,0.03500362,0.1835462],"study_design_scores_gemma":[0.000346042,0.001484562,0.9741696,0.0006065183,0.0001457317,0.0001159342,0.003284826,0.003664442,0.00124654,0.0001127787,0.01472311,0.00009993237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8768128,0.006346508,0.01267435,0.0642966,0.0004758404,0.01139319,0.01256156,0.001269758,0.01416956],"genre_scores_gemma":[0.9435225,0.00175767,0.03798155,0.006274508,0.0002162675,0.002704258,0.005510791,0.0001476241,0.001884832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2711156,"threshold_uncertainty_score":0.5454245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09446574034944528,"score_gpt":0.3246109292588507,"score_spread":0.2301451889094054,"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."}}