{"id":"W3039294617","doi":"10.1136/heartjnl-2020-316722","title":"Lipoprotein-associated phospholipase A2 activity, genetics and calcific aortic valve stenosis in humans","year":2020,"lang":"en","type":"article","venue":"Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Ottawa; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Medical Research Council; Canadian Institutes of Health Research; Stiftelsen för Strategisk Forskning; Hjärt-Lungfonden; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; National Heart, Lung, and Blood Institute; Heart and Stroke Foundation of Canada; Vetenskapsrådet; Fondation pour la Recherche Médicale; National Institute for Health and Care Research; Assistance Publique - Hôpitaux de Paris; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Agence Nationale de la Recherche; Stiftelsen för Strategisk Forskning","keywords":"Medicine; Lipoprotein-associated phospholipase A2; Internal medicine; Lipoprotein(a); Epidemiology; Single-nucleotide polymorphism; Cardiology; Aortic valve stenosis; Stenosis; Genetic epidemiology; Aortic valve; Lipoprotein; Gastroenterology; Endocrinology; Genotype; Surgery; Cholesterol; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005871363,0.0004799519,0.0003833923,0.001212497,0.0006001379,0.0006462677,0.00033368,0.0005017897,0.00140391],"category_scores_gemma":[0.001372801,0.0001345557,0.0003257152,0.001526872,0.0005573239,0.0001244363,0.0003290843,0.0002905226,0.0001335644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006404656,"about_ca_system_score_gemma":0.0007061377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03290979,"about_ca_topic_score_gemma":0.02139954,"domain_scores_codex":[0.9996598,0.00008394889,0.00003251702,0.0001258517,0.00006498237,0.00003291808],"domain_scores_gemma":[0.9994024,0.0001735835,0.0001930144,0.00005217906,0.0000853096,0.00009347829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004956,0.0000306761,0.9920259,0.00005020538,0.0003380714,0.0003983675,0.00008669287,0.0001592722,0.002441272,0.0001224492,0.0002364974,0.00361492],"study_design_scores_gemma":[0.00002808041,0.00006848192,0.9980288,0.00001227762,0.000116169,0.0006004218,0.00003982735,0.0001969074,0.0002019816,0.0001460333,0.0005552549,0.000005726484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944641,0.003243815,0.0003795106,0.0001522849,0.00001117477,0.00001738129,0.000968936,0.00001498946,0.0007478123],"genre_scores_gemma":[0.998193,0.0005646105,0.0003867416,0.0000667266,0.00001972771,0.0000166969,0.0004982779,0.000003735604,0.0002505231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03290979,"threshold_uncertainty_score":0.06543642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079553441407334,"score_gpt":0.3309098279810915,"score_spread":0.3001142935670181,"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."}}