{"id":"W2912503275","doi":"10.1097/med.0000000000000471","title":"Risk factors for valvular calcification","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Endocrinology Diabetes and Obesity","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research","keywords":"Medicine; Calcification; Internal medicine; Cardiology; Stenosis; Disease; Calcinosis; Risk factor; Aortic valve","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007240984,0.0009336091,0.002363157,0.002455705,0.0002145459,0.001155366,0.0008934244,0.0008775774,0.007716379],"category_scores_gemma":[0.002451021,0.0002588905,0.001048122,0.002360127,0.0003288165,0.0007350911,0.0006632967,0.001204657,0.001662354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004161127,"about_ca_system_score_gemma":0.001706241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128928,"about_ca_topic_score_gemma":0.001724929,"domain_scores_codex":[0.9995661,0.00007530153,0.0001189606,0.00006949398,0.0001414505,0.00002869838],"domain_scores_gemma":[0.9988552,0.0006735681,0.000249454,0.00001935499,0.0001593752,0.00004309144],"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":[0.0001050122,0.00003357113,0.0007925347,0.1209255,0.0007523627,0.0002058121,0.00008307661,0.0001765167,0.0003384249,0.001238439,0.04558891,0.8297598],"study_design_scores_gemma":[0.0000640693,0.000114972,0.006201007,0.1178323,0.002734369,0.004237684,0.0001588994,0.0001218004,0.0002934587,0.002207635,0.8659886,0.00004533525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004862787,0.9993641,0.00002517261,0.0001678259,0.0001408786,0.000002978523,0.00002777876,0.000002831165,0.0002199348],"genre_scores_gemma":[0.0005010538,0.9989427,0.00005253069,0.0001595942,0.0001776609,0.000003934579,0.00004282489,9.575499e-7,0.0001188425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007716379,"threshold_uncertainty_score":0.02581388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09578828246946401,"score_gpt":0.4324289700438063,"score_spread":0.3366406875743423,"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."}}