{"id":"W2885561485","doi":"10.5114/kitp.2018.76483","title":"Pediatric mitral valve reconstruction in acute endocarditis","year":2018,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endocarditis; Medicine; Cardiothoracic surgery; Mitral valve; Internal medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002349171,0.000247467,0.001113325,0.001267148,0.00007916506,0.00005898447,0.000100599,0.0001249605,0.0001455934],"category_scores_gemma":[0.0007008953,0.000229227,0.002330512,0.0007078306,0.0001392292,0.0004900395,0.00004882976,0.0004521068,0.0000470492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355637,"about_ca_system_score_gemma":0.0003269665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004759246,"about_ca_topic_score_gemma":0.000004791408,"domain_scores_codex":[0.9971499,0.0003977487,0.0009549136,0.0002625922,0.0006522884,0.0005825853],"domain_scores_gemma":[0.9977928,0.0003938143,0.0005315446,0.0002790605,0.000716517,0.000286309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001499774,0.0001105465,0.8001763,0.00007518481,0.001602601,0.001611583,0.0001359549,0.000009636776,0.00005699485,0.00003996651,0.04115242,0.1548788],"study_design_scores_gemma":[0.0007651916,0.0002780122,0.9721634,0.0003099069,0.00181594,0.009579833,0.0002009285,0.000003899259,0.002630258,0.0002634804,0.01171648,0.0002726633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794699,0.002584832,0.0004506647,0.0001660054,0.005877053,0.0002375207,0.00002207605,0.00003209093,0.01115984],"genre_scores_gemma":[0.9864758,0.005060932,0.0005013359,0.0003682158,0.007509822,0.0000162069,0.000007957378,0.00003999205,0.00001970761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1719871,"threshold_uncertainty_score":0.9347605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02306247288624245,"score_gpt":0.3112449758807164,"score_spread":0.2881825029944739,"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."}}