{"id":"W2972660336","doi":"10.1093/ofid/ofz396","title":"Recurrent Endocarditis in Persons Who Inject Drugs","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Ontario HIV Treatment Network","keywords":"Medicine; Endocarditis; Odds ratio; Infective endocarditis; Internal medicine; Confidence interval; Retrospective cohort study; Pediatrics; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001631047,0.000274403,0.000629553,0.0002839018,0.0001172275,0.0001752477,0.0002010125,0.00006083992,0.001489828],"category_scores_gemma":[0.0001254877,0.0002580867,0.0003075862,0.0003839797,0.00005289979,0.0004012645,0.0004269512,0.0002182053,0.0007376107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003897227,"about_ca_system_score_gemma":0.0001469897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008572345,"about_ca_topic_score_gemma":0.0002018497,"domain_scores_codex":[0.9981784,0.0001153898,0.000290651,0.0005529254,0.0003162507,0.00054641],"domain_scores_gemma":[0.9989935,0.00011974,0.00009899188,0.0005003689,0.00007710303,0.000210261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005637037,0.0007286341,0.906652,0.00008947295,0.000182959,0.00008070062,0.0002023397,0.00003558187,0.000008039304,0.005463749,0.06411971,0.02238049],"study_design_scores_gemma":[0.005226155,0.001102106,0.8984811,0.0004726809,0.0001495946,0.00004322386,0.00102636,0.0000650427,0.00009324958,0.0008717143,0.09208901,0.0003797008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.631631,0.0005545585,0.00001859743,0.0003213419,0.0009968963,0.002582836,0.0001067916,0.0001062508,0.3636817],"genre_scores_gemma":[0.9960293,0.000373015,0.0000141575,0.001944911,0.0001066611,0.0006757465,0.0001125344,0.00004792781,0.000695769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3643983,"threshold_uncertainty_score":0.9999871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008254453402820595,"score_gpt":0.2837218451334257,"score_spread":0.2754673917306051,"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."}}