{"id":"W4393352563","doi":"10.3390/biomedicines12040768","title":"Vitamin D and Cardiovascular Diseases: From Physiology to Pathophysiology and Outcomes","year":2024,"lang":"en","type":"article","venue":"Biomedicines","topic":"Vitamin D Research Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Vitamin D and neurology; Medicine; Coronary artery disease; Pathophysiology; Disease; Observational study; Heart failure; Clinical trial; vitamin D deficiency; Internal medicine; Physiology; Endothelial dysfunction; Vitamin; Bioinformatics; Endocrinology; Intensive care medicine; Biology","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":[0.001096905,0.0003222239,0.0007522069,0.001479727,0.0003083063,0.001741745,0.0003159757,0.0008329962,0.001622114],"category_scores_gemma":[0.001877074,0.0001474665,0.0003912385,0.001741536,0.001090141,0.0009604041,0.001035801,0.00141239,0.0002956384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009033878,"about_ca_system_score_gemma":0.001038949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003275156,"about_ca_topic_score_gemma":0.002728309,"domain_scores_codex":[0.9993316,0.0002934634,0.00006725465,0.00008686888,0.0001763517,0.00004445388],"domain_scores_gemma":[0.9990864,0.0004797787,0.0001560563,0.00003993474,0.0001584953,0.00007932403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001479406,0.000354278,0.1080583,0.00971321,0.001304486,0.0005742206,0.001161475,0.0007787817,0.002556063,0.03027724,0.02389436,0.8198482],"study_design_scores_gemma":[0.0002482107,0.001702182,0.4376074,0.02337366,0.001882921,0.005046128,0.003047676,0.001301193,0.001372981,0.09220319,0.4320324,0.0001819544],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.008186129,0.9778305,0.0004072626,0.01074976,0.000308695,0.00001153736,0.0001372829,0.00001022974,0.002358658],"genre_scores_gemma":[0.1508046,0.842185,0.001191927,0.002546664,0.002025551,0.00003513803,0.0001959502,0.000007720385,0.001007494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003275156,"threshold_uncertainty_score":0.006554544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192453399690369,"score_gpt":0.2964903167781172,"score_spread":0.2845657827812135,"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."}}