{"id":"W4307033304","doi":"10.5114/kitp.2022.119773","title":"Miniinvasive robotic mitral valve repair using the da Vincisystem in the first two patients in Poland – echocardiographic follow-up results 30 months after surgery","year":2022,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mitral valve; 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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.006304844,0.0004500015,0.001725327,0.001279188,0.0003124697,0.0001172844,0.0002630124,0.0001034857,0.00001922153],"category_scores_gemma":[0.001073954,0.0003022644,0.01401173,0.001647907,0.0001214777,0.0002975906,0.0001457607,0.0008253622,0.000003060474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007567683,"about_ca_system_score_gemma":0.0007124314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001231355,"about_ca_topic_score_gemma":0.00008863497,"domain_scores_codex":[0.9928344,0.002242094,0.001758043,0.0004606707,0.001851116,0.0008536529],"domain_scores_gemma":[0.9949318,0.002668503,0.0008750528,0.0008514412,0.0003852245,0.0002880014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00337982,0.0003564124,0.9818006,0.00009808602,0.003085138,0.00288598,0.001111026,0.002150545,6.236043e-7,7.441623e-7,0.004301706,0.0008292986],"study_design_scores_gemma":[0.002215796,0.0001031229,0.9892592,0.0006948409,0.003093646,0.0009199944,0.002409176,0.00005218247,0.000003914452,0.00002201717,0.0009278817,0.0002982581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847741,0.01087996,0.000004794052,0.0003428097,0.002781972,0.0007631343,0.0002328817,0.00002267526,0.0001976761],"genre_scores_gemma":[0.9980548,0.0003929794,0.00001483913,0.0005796491,0.0007038576,0.000104252,0.00007015579,0.0000690469,0.00001044424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01328068,"threshold_uncertainty_score":0.999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107031650937018,"score_gpt":0.3163443027838099,"score_spread":0.2852739862744397,"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."}}