{"id":"W4411923063","doi":"10.1016/j.cjco.2025.06.018","title":"Percutaneous Mechanical Aspiration in Endocarditis","year":2025,"lang":"en","type":"article","venue":"CJC Open","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Percutaneous; Endocarditis; Medicine; Radiology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002051301,0.00008210027,0.0002928143,0.0001046066,0.00004118942,0.00006253419,0.0001216964,0.0000436474,0.0003179321],"category_scores_gemma":[0.0001724429,0.00007708107,0.00006139356,0.0001805089,0.00001535962,0.00009129601,0.0002203326,0.0001121753,0.00009753824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825676,"about_ca_system_score_gemma":0.00006784566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002475736,"about_ca_topic_score_gemma":0.0001046831,"domain_scores_codex":[0.9992945,0.00005086629,0.0001668093,0.0002292156,0.0001046854,0.0001539176],"domain_scores_gemma":[0.999616,0.00006215828,0.0000208758,0.0002229172,0.00004191487,0.00003613325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001660538,0.0009816287,0.0383511,0.0001795882,0.0004827322,0.00485787,0.0002346012,0.0001040957,0.004419571,0.3977689,0.1497614,0.4026924],"study_design_scores_gemma":[0.005051647,0.0008176916,0.4551092,0.0006123251,0.0002202942,0.0003686386,0.0003404616,0.0004933795,0.006017447,0.008320358,0.5223263,0.0003222397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2266442,0.0001862074,0.00150625,0.001550114,0.0007181784,0.002146666,0.000007446272,0.00005440712,0.7671866],"genre_scores_gemma":[0.9953568,0.0000809787,0.0004254285,0.003143481,0.00006203361,0.0001329924,0.00002162877,0.000008298131,0.0007683758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7687126,"threshold_uncertainty_score":0.3481133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927717516079088,"score_gpt":0.3283564577408531,"score_spread":0.3090792825800622,"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."}}