{"id":"W4308016605","doi":"10.1136/bmjgh-2022-009706","title":"Risk factors for community-acquired bacterial infection among young infants in South Asia: a longitudinal cohort study with nested case–control analysis","year":2022,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"London School of Hygiene and Tropical Medicine; World Health Organization; Child Health Research Foundation; Bill and Melinda Gates Foundation","keywords":"Medicine; Epidemiology; Nested case-control study; Risk factor; Cohort study; Cohort; Population; Logistic regression; Blood culture; Pediatrics; Environmental health; Internal medicine; Antibiotics; Biology","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":[0.00146849,0.0002344002,0.0007509344,0.0003756167,0.001076804,0.00003879932,0.00007659866,0.00005287346,0.00008047982],"category_scores_gemma":[0.0001290646,0.0001974425,0.0001634639,0.001664179,0.00005752063,0.000128003,0.00008864268,0.0003653975,0.00000137796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112509,"about_ca_system_score_gemma":0.000328128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2546211,"about_ca_topic_score_gemma":0.1647322,"domain_scores_codex":[0.997355,0.0009741223,0.0005643913,0.0003318726,0.0003532198,0.0004213749],"domain_scores_gemma":[0.9986969,0.0001179373,0.0004012151,0.0004001263,0.0001046556,0.0002791805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002160782,0.001001914,0.9925569,0.00005573166,0.00115838,0.0003250481,0.001396163,0.001018508,0.000001486895,0.00001443911,0.00003367855,0.000277028],"study_design_scores_gemma":[0.005297771,0.004112809,0.9834655,0.00001941422,0.001384934,0.0009950793,0.003741936,0.0007588124,0.000001038102,0.00001671784,0.00004088091,0.0001650993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918317,0.00001700223,0.001283597,0.00006268999,0.0003754302,0.004863983,0.001376547,0.0001116841,0.00007743099],"genre_scores_gemma":[0.9986253,0.000003302424,0.00004345623,0.00007177005,0.00008998007,0.0008166456,0.0002950727,0.00001768015,0.00003673799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08988895,"threshold_uncertainty_score":0.8505093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240667434441261,"score_gpt":0.3483008548676608,"score_spread":0.3242341114235348,"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."}}