{"id":"W4385364855","doi":"10.5114/kitp.2023.129549","title":"Late consequences of masked bioprosthetic valveendocarditis: diagnostic and treatment options","year":2023,"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":"Medicine; Endocarditis; Cardiothoracic surgery; Cardiac surgery; Internal medicine; Cardiology; 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":[0.001525827,0.0002338825,0.001165841,0.0008018047,0.00008872944,0.00004266161,0.00006311409,0.00007257502,0.00003735852],"category_scores_gemma":[0.001302617,0.0001879861,0.0008957746,0.0005443893,0.0003221898,0.0001810379,0.00004691432,0.0001486894,0.00002077516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001486282,"about_ca_system_score_gemma":0.0002345652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008467498,"about_ca_topic_score_gemma":0.000001815142,"domain_scores_codex":[0.9977829,0.0003272071,0.0007595107,0.0002139545,0.0005053575,0.0004111138],"domain_scores_gemma":[0.9967327,0.001905946,0.0004501195,0.0002513501,0.0003954458,0.0002644413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002478336,0.0004916644,0.7115436,0.0005463909,0.005482671,0.007915344,0.0007957821,0.0007932748,0.002555905,0.0008042448,0.02430403,0.2445193],"study_design_scores_gemma":[0.001105564,0.0007110068,0.9589171,0.001351713,0.002148618,0.002929511,0.0007864545,0.00001323086,0.01519511,0.000979253,0.0155339,0.0003285539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990589,0.005602808,0.00006355777,0.0007455586,0.00102508,0.0003649542,0.00009154109,0.00005014972,0.001467397],"genre_scores_gemma":[0.96461,0.03453634,0.0001087876,0.0001001957,0.0004782953,0.00004855715,0.00002263228,0.00003147196,0.00006366785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2473735,"threshold_uncertainty_score":0.766585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04386317276724868,"score_gpt":0.3238033645805282,"score_spread":0.2799401918132796,"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."}}