{"id":"W3177978652","doi":"10.15836/ccar2022.44","title":"The year in cardiovascular medicine 2021: valvular heart disease","year":2022,"lang":"en","type":"article","venue":"Cardiologia Croatica","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"valvular heart disease; Medicine; Internal medicine; Cardiology; Disease; Intensive care medicine","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":[0.001171057,0.0003911444,0.0005061306,0.002070222,0.001276656,0.003647842,0.0004358458,0.00309886,0.02565273],"category_scores_gemma":[0.004278265,0.0001605605,0.0005972136,0.002526548,0.0004354354,0.002055768,0.001713832,0.005612271,0.006061169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001624894,"about_ca_system_score_gemma":0.004063897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0132505,"about_ca_topic_score_gemma":0.03415896,"domain_scores_codex":[0.9988832,0.0001818986,0.0001254919,0.0000758758,0.0003274899,0.00040605],"domain_scores_gemma":[0.9960154,0.0002793996,0.0007091277,0.00006112861,0.0007404323,0.002194556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002945935,0.0001722288,0.06007624,0.0006492259,0.000083254,0.0005855514,0.0002794809,0.000165342,0.0002855187,0.005612503,0.8271957,0.1046004],"study_design_scores_gemma":[0.00005582725,0.0001611713,0.1733901,0.001345278,0.00006851641,0.001294054,0.002140505,0.0002075676,0.0001175968,0.001378189,0.8197793,0.00006186991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.05561819,0.09982798,0.0008658854,0.4971405,0.252799,0.00007028134,0.02131028,0.0002047029,0.07216319],"genre_scores_gemma":[0.411005,0.1268295,0.001615518,0.1736367,0.1369825,0.0002408078,0.03009935,0.0002969813,0.1192937],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02565273,"threshold_uncertainty_score":0.08581698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280113084574415,"score_gpt":0.2437741696675889,"score_spread":0.2309730388218448,"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."}}