{"id":"W4402828976","doi":"10.1016/j.jinf.2024.106283","title":"Long-term morbidity and mortality of patients who survived past 30 days from bloodstream infection: A population-based retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"Journal of Infection","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Institute for Clinical Evaluative Sciences; Queen's University","funders":"Faculty of Health Sciences, Queen's University; Queen's University","keywords":"Medicine; Retrospective cohort study; Bloodstream infection; Cohort; Term (time); Population; Cohort study; Pediatrics; Intensive care medicine; Surgery; Internal medicine; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0004902004,0.0001080635,0.0002147839,0.00008404838,0.0000665503,0.00007054052,0.00003543334,0.00009175918,0.00005369895],"category_scores_gemma":[0.0002599651,0.000100327,0.0001006849,0.0001237905,0.00002979619,0.00002559475,0.00002619926,0.0001278981,9.069981e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006815031,"about_ca_system_score_gemma":0.00004976334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002049588,"about_ca_topic_score_gemma":0.001211255,"domain_scores_codex":[0.9988859,0.0001701203,0.0004611223,0.0002209591,0.0001890766,0.00007285715],"domain_scores_gemma":[0.9989865,0.00002769564,0.0003339583,0.0001691531,0.0004307788,0.00005186187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003698263,0.0003864832,0.9871994,0.00003280711,0.0001861739,0.000001399295,0.00004394557,0.00002556499,0.01159543,0.000001399564,0.00003192536,0.0004584457],"study_design_scores_gemma":[0.0004713109,0.0004800947,0.9946778,0.00005076897,0.0001410588,0.000002215228,0.00000559272,0.00007530044,0.003972688,0.00002891766,0.000009042431,0.00008517077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981675,0.00003186366,0.0006762777,0.000007945579,0.0008024331,0.0002419567,0.00003485236,0.00001147826,0.00002572722],"genre_scores_gemma":[0.9994079,0.00003578,0.00002098522,0.000006208547,0.0003677254,0.000004512205,0.0001374821,0.00001022513,0.000009152521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007622739,"threshold_uncertainty_score":0.4091215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538315037387653,"score_gpt":0.287962140593476,"score_spread":0.2725789902195994,"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."}}