{"id":"W4407810984","doi":"10.1007/978-3-031-70973-9_23","title":"Congenital Mitral Valve Disease","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Cardiology; Internal medicine; Medicine; Mitral valve","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":[0.0001515383,0.000566591,0.000434864,0.0008421238,0.0006263768,0.0009591554,0.0004528536,0.0006859828,0.1039903],"category_scores_gemma":[0.0004403951,0.0002074518,0.0002620014,0.0004589755,0.000372836,0.0007230155,0.001033898,0.001444016,0.04587306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004051618,"about_ca_system_score_gemma":0.0005085737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111726,"about_ca_topic_score_gemma":0.006460814,"domain_scores_codex":[0.9999161,0.00001096555,0.000003692246,0.00001147413,0.00004654362,0.00001127498],"domain_scores_gemma":[0.999908,0.00003778105,0.000004951874,0.000008166985,0.00001964745,0.00002138089],"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":[0.00001044807,0.00004788831,0.000148125,0.0001742397,0.000003751536,0.0005069099,0.0001678496,0.0002180978,0.0006140019,0.02705325,0.6944922,0.2765633],"study_design_scores_gemma":[0.000002290671,0.00001225136,0.0002693401,0.000157972,0.000001930496,0.001127384,0.00002721801,0.00005299369,0.00007064576,0.003929204,0.9943457,0.000002963956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005861687,0.02334951,0.001929036,0.001874839,0.003754984,0.00003630939,0.0001522453,0.000129166,0.9681877],"genre_scores_gemma":[0.002210209,0.0134197,0.001116824,0.001613703,0.001255036,0.0000241223,0.0001525693,0.00004905176,0.9801588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1039903,"threshold_uncertainty_score":0.3478823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568484251474311,"score_gpt":0.3109551405965372,"score_spread":0.2952702980817941,"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."}}