{"id":"W4400493553","doi":"10.1080/14796678.2024.2343592","title":"Mitral valve replacement in young patients: review and current challenges","year":2024,"lang":"en","type":"review","venue":"Future Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Mitral valve; Mitral valve replacement; Cardiology; Internal medicine; Valve replacement; Surgery; Mitral valve repair; Incidence (geometry); Stenosis","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":[0.0006530359,0.0007075287,0.001884716,0.002267565,0.0002950809,0.001031205,0.0008765127,0.000853362,0.004255993],"category_scores_gemma":[0.001992004,0.0002697491,0.0009012694,0.002538098,0.0003359152,0.001193648,0.0005953114,0.001161741,0.0009926254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004113372,"about_ca_system_score_gemma":0.001533016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001214786,"about_ca_topic_score_gemma":0.002819931,"domain_scores_codex":[0.9997259,0.00005130583,0.00008941771,0.00003962566,0.00007777203,0.00001599],"domain_scores_gemma":[0.9988266,0.0007942201,0.0001716302,0.00001778151,0.0001464766,0.00004334698],"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":[0.0000777634,0.00005724724,0.0002823478,0.1123594,0.0002558045,0.0002241019,0.0001107722,0.0002101541,0.0004011826,0.001148391,0.03101885,0.8538541],"study_design_scores_gemma":[0.00004363904,0.0001742664,0.002644883,0.09113225,0.001372488,0.003095385,0.0002093326,0.0001239789,0.0001974725,0.002047346,0.8989198,0.00003915227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005222333,0.9994484,0.00002222774,0.0001575123,0.00009243481,0.000002401817,0.00001239662,0.000002539291,0.0002099082],"genre_scores_gemma":[0.0002323578,0.9994881,0.00004102109,0.00009354276,0.00007571271,0.000002438986,0.00001121354,4.878009e-7,0.00005512143],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004255993,"threshold_uncertainty_score":0.0142377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03411818866042339,"score_gpt":0.3955738580984743,"score_spread":0.361455669438051,"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."}}