{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003235308,0.0001148036,0.0002906279,0.00004319464,0.00003249349,0.00001086029,0.00008349889,0.00003269979,0.00002353966],"category_scores_gemma":[0.0004540733,0.0000829562,0.00009889778,0.0002191578,0.00002580191,0.00006433392,0.00005649394,0.0001349723,0.00002255185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006695681,"about_ca_system_score_gemma":0.00001533577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001589866,"about_ca_topic_score_gemma":0.0001403428,"domain_scores_codex":[0.9988191,0.0001939629,0.0002953629,0.0002515065,0.0003021406,0.0001378931],"domain_scores_gemma":[0.9994116,0.0001106236,0.0001050365,0.0002646988,0.00006585126,0.00004212377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001588383,0.0006747506,0.9845291,0.00003124355,0.000260003,0.0001360207,0.009669588,0.00008538608,0.00001402953,0.000182289,0.003120414,0.001138368],"study_design_scores_gemma":[0.002226407,0.002609763,0.9869369,0.00004369582,0.0002320839,0.000006650654,0.007128593,0.00005173005,0.00003728301,0.00006702116,0.0005840724,0.00007583904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828973,0.0001322646,0.00003258179,0.0002940242,0.0001024023,0.002300205,0.00004552104,0.00003093288,0.01416476],"genre_scores_gemma":[0.9990819,0.00002876334,0.00001784023,0.0003855736,0.0001723819,0.0002332814,0.00006137569,0.00001335924,0.000005486095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01618463,"threshold_uncertainty_score":0.3382855,"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."}}