{"id":"W2971555150","doi":"10.1093/cid/ciz875","title":"A Wake-Up Call: Outcomes Following Infective Endocarditis in Persons Who Inject Drugs","year":2019,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Infective endocarditis; Wake; Medicine; Intensive care medicine; Internal medicine; Engineering","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":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.000625991,0.001198016,0.004018012,0.0009400009,0.0001964746,0.0001944404,0.0003283657,0.001331617,0.0003279852],"category_scores_gemma":[0.004597515,0.001084956,0.004808688,0.0006311024,0.0003560631,0.0003078829,0.0004633959,0.004212061,0.0007554475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009362,"about_ca_system_score_gemma":0.0006837998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006957361,"about_ca_topic_score_gemma":0.00009700047,"domain_scores_codex":[0.9927649,0.001158844,0.00171303,0.001910892,0.001091252,0.001361109],"domain_scores_gemma":[0.9918262,0.005559904,0.0005987258,0.001403189,0.0002517667,0.0003602604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008488275,0.0004821103,0.520317,0.0002985538,0.001825978,0.001922229,0.00009934403,0.000007518583,1.416239e-7,0.00002495913,0.4726286,0.002385045],"study_design_scores_gemma":[0.005759443,0.0009232188,0.693089,0.0009829302,0.00191791,0.00001652609,0.0000760875,0.00001329467,0.000001488743,0.0002004509,0.2961878,0.0008318414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7852282,0.003108456,0.0002379778,0.07017585,0.03318989,0.01252505,0.001894454,0.001945048,0.09169506],"genre_scores_gemma":[0.5321454,0.000803637,0.0000065028,0.4586448,0.004471332,0.001222708,0.000901196,0.0002834811,0.00152084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.388469,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02820892919994053,"score_gpt":0.3607435725990532,"score_spread":0.3325346433991127,"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."}}