{"id":"W3021655314","doi":"10.1016/b978-0-12-420219-1.00012-4","title":"Valvular Heart Disease","year":2015,"lang":"en","type":"book-chapter","venue":"Cardiovascular Pathology","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Disease; Etiology; valvular heart disease; Autopsy; Heart disease; Intensive care medicine; Longevity; Life span; Pathology; Surgery; Gerontology","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":[0.0002073401,0.000558295,0.0004015775,0.0008376919,0.0004253596,0.0009441728,0.0004070266,0.0006024672,0.07198736],"category_scores_gemma":[0.0006505548,0.0001511255,0.0002131148,0.0005047031,0.0004081097,0.0008628889,0.0009955235,0.001541374,0.03489555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004268222,"about_ca_system_score_gemma":0.0007225629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000809,"about_ca_topic_score_gemma":0.003673177,"domain_scores_codex":[0.9998909,0.00001770475,0.000006104494,0.00001648271,0.00005768437,0.00001105221],"domain_scores_gemma":[0.9998974,0.00003218325,0.000006333095,0.000009947169,0.00003130286,0.00002288118],"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":[0.000008121765,0.00003670711,0.0001067915,0.0002180696,0.000004227253,0.0001336535,0.0001259833,0.0001692254,0.0003598846,0.02539358,0.5753445,0.3980993],"study_design_scores_gemma":[0.000002011788,0.000007766322,0.0001705406,0.0002618207,0.000002060981,0.0004134817,0.00002486697,0.0000392276,0.00004561679,0.006453448,0.9925764,0.000002757369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006274825,0.08139943,0.004832059,0.005097698,0.009262559,0.00005970729,0.0002297141,0.0002275152,0.8982639],"genre_scores_gemma":[0.003744798,0.04919846,0.002468462,0.00451382,0.003679906,0.00004836741,0.0002911578,0.00007731737,0.9359778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07198736,"threshold_uncertainty_score":0.2408217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0500309025762723,"score_gpt":0.2843891742799794,"score_spread":0.2343582717037071,"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."}}