{"id":"W3081608012","doi":"10.1161/circulationaha.119.045407","title":"Phenomics, Not Genomics, for Cardiovascular Risk Assessment","year":2020,"lang":"en","type":"review","venue":"Circulation","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Phenomics; Medicine; Genomics; Risk assessment; Internal medicine; Genome; Genetics; Gene","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":[0.00291536,0.001622334,0.004031166,0.002785674,0.000340988,0.001868737,0.001904301,0.002969907,0.007071345],"category_scores_gemma":[0.003823768,0.0004842385,0.001554194,0.002722449,0.001027421,0.002732281,0.001436738,0.005511082,0.004012636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144046,"about_ca_system_score_gemma":0.002115938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002152089,"about_ca_topic_score_gemma":0.004345267,"domain_scores_codex":[0.9993573,0.0002122719,0.00009510239,0.00009949987,0.0001881326,0.0000477991],"domain_scores_gemma":[0.9973659,0.00190058,0.0001935881,0.0000588882,0.0003534027,0.0001277106],"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":[0.0001906652,0.00007851323,0.0001389698,0.03162291,0.0004713265,0.0001330608,0.00004062133,0.000287276,0.0006279761,0.008767399,0.05349907,0.9041421],"study_design_scores_gemma":[0.0001329826,0.0001312126,0.0008690085,0.02357975,0.0007375071,0.0005614421,0.00006323881,0.0001442196,0.000146177,0.007344154,0.9662414,0.00004905543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001796279,0.9985535,0.0001057102,0.0006195335,0.0003387556,0.00000334757,0.00001947134,0.000006339819,0.0003354102],"genre_scores_gemma":[0.0001800204,0.9982219,0.000228198,0.0007501522,0.0003383152,0.0000066526,0.00002913089,0.000002130484,0.0002434322],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007071345,"threshold_uncertainty_score":0.02365601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06341869937732583,"score_gpt":0.3341636624941214,"score_spread":0.2707449631167956,"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."}}