{"id":"W4391120635","doi":"10.5114/kitp.2023.134134","title":"Mixed rheumatic tricuspid valve disease: details of preoperative evaluation and surgical management","year":2023,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tricuspid valve; Cardiothoracic surgery; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005403035,0.0004855479,0.0005886778,0.001771982,0.0007710725,0.0005789307,0.0003410844,0.0009885475,0.01177372],"category_scores_gemma":[0.001948654,0.0003076254,0.0006194604,0.0007350865,0.0003023412,0.0008620441,0.0006272293,0.002055371,0.003313334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004981767,"about_ca_system_score_gemma":0.001496338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003276357,"about_ca_topic_score_gemma":0.005363764,"domain_scores_codex":[0.9995054,0.00007115836,0.0001251844,0.00004181142,0.000162739,0.00009369142],"domain_scores_gemma":[0.9993082,0.0001330947,0.0001175125,0.00003430054,0.0001583179,0.0002485882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0006507634,0.0005798722,0.1687911,0.001646292,0.000123856,0.06924746,0.001044547,0.00102077,0.006275774,0.001879318,0.2725504,0.4761898],"study_design_scores_gemma":[0.00008991685,0.0004953508,0.3098953,0.006572062,0.0001396618,0.3741443,0.003001085,0.0009564832,0.002260226,0.004247773,0.2979299,0.0002679114],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1728173,0.5207853,0.01699783,0.08771981,0.01376693,0.001308231,0.007434222,0.001157059,0.1780134],"genre_scores_gemma":[0.4814079,0.3972658,0.03235547,0.01484577,0.01443046,0.0008587709,0.01080287,0.0003166924,0.0477163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01177372,"threshold_uncertainty_score":0.03938699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05048263660847663,"score_gpt":0.3794404571734629,"score_spread":0.3289578205649862,"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."}}