{"id":"W4389031628","doi":"10.1093/ofid/ofad500.283","title":"210. Evaluating the Costs of <i>Escherichia coli</i> Bloodstream Infections: A Population-Based Cohort Study","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Bloodstream infection; Propensity score matching; Cohort; Population; Odds ratio; Cohort study; Internal medicine; Pediatrics; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004231064,0.0002144193,0.0003974995,0.0001798834,0.0005838994,0.0001235245,0.0001909044,0.00005209563,0.000243292],"category_scores_gemma":[0.0004791378,0.0001559409,0.0001802198,0.001124329,0.00007235678,0.0002068258,0.000217444,0.0001690769,0.0001247702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001432185,"about_ca_system_score_gemma":0.0002439062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01480673,"about_ca_topic_score_gemma":0.001532982,"domain_scores_codex":[0.9983197,0.0001885079,0.0004313786,0.0003358326,0.0004222791,0.0003022835],"domain_scores_gemma":[0.9985132,0.000356113,0.0002183021,0.000508898,0.0002453947,0.0001581157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009360899,0.001902675,0.993373,0.00004624131,0.0002488903,0.00001173637,0.00003291271,0.0009703481,0.0002722585,0.0003194348,0.001094487,0.001634354],"study_design_scores_gemma":[0.002307857,0.002189565,0.9917534,0.0001320799,0.0007458871,0.00001856825,0.0003370267,0.001184919,0.0001844547,0.0006341895,0.0003339584,0.0001780723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901854,0.00005008485,0.00003477973,0.0003904384,0.0003770234,0.003673458,0.0001062282,0.0003189219,0.004863677],"genre_scores_gemma":[0.9970379,0.00001711305,0.00001415353,0.000599392,0.00006595248,0.001283106,0.0002013126,0.00004046694,0.0007406001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01327374,"threshold_uncertainty_score":0.9917538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309232753507195,"score_gpt":0.3465934891551655,"score_spread":0.3235011616200935,"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."}}