{"id":"W3032614192","doi":"10.7759/cureus.8338","title":"Infective Endocarditis: Preliminary Results of a Cohort Study in the Southern Italian Population","year":2020,"lang":"en","type":"article","venue":"Cureus","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Infective endocarditis; Endocarditis; Univariate analysis; Internal medicine; Staphylococcus aureus; Cohort; Blood culture; Population; Cardiac surgery; Surgery; Antibiotics; Multivariate analysis; Bacteria; Microbiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109502,0.000734282,0.000525555,0.001428355,0.0009558448,0.0009053326,0.0004478344,0.0006132977,0.002293384],"category_scores_gemma":[0.002512821,0.0004659012,0.000625586,0.001212314,0.00053743,0.0006262861,0.0007867223,0.0004423047,0.0005324333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005209151,"about_ca_system_score_gemma":0.0005878158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01118651,"about_ca_topic_score_gemma":0.01334241,"domain_scores_codex":[0.9993339,0.0001910212,0.00005117842,0.0001837379,0.00009202352,0.0001480693],"domain_scores_gemma":[0.9990277,0.0001482483,0.0002925907,0.0001341511,0.0001443116,0.0002529417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001651534,0.0001172847,0.9965371,0.00002588541,0.00004672064,0.0005307195,0.0009154636,0.0000185664,0.0001819456,0.00001938051,0.000240485,0.001201424],"study_design_scores_gemma":[0.00002410494,0.000348666,0.9974941,0.00001481403,0.00004662105,0.0006880273,0.0008679611,0.00007115312,0.00001622276,0.00002071195,0.0004006759,0.00000698146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990153,0.0001679185,0.00009329436,0.00003749717,0.000007873818,0.00004863984,0.0002502587,0.000003306005,0.0003758734],"genre_scores_gemma":[0.998799,0.0002051706,0.0001847246,0.00006537152,0.00004097698,0.00007997518,0.0004490852,0.000004582838,0.000171169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01118651,"threshold_uncertainty_score":0.02224278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02564154442603282,"score_gpt":0.2915777771781482,"score_spread":0.2659362327521154,"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."}}