{"id":"W2576674156","doi":"10.1093/cid/cix001","title":"Early-Onset Invasive Candidiasis in Extremely Low Birth Weight Infants: Perinatal Acquisition Predicts Poor Outcome","year":2017,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McMaster University; University of British Columbia; Foothills Medical Centre; B.C. Women's Hospital & Health Centre; Children's Hospital of Eastern Ontario; Dalhousie University; University of Ottawa; Hospital for Sick Children; Nova Scotia Health Authority; Centre Hospitalier Universitaire Sainte-Justine; Sunnybrook Health Science Centre; Mount Sinai Hospital; Health Sciences Centre; University of Calgary; University of Alberta; Montreal Children's Hospital; Hamilton Health Sciences; Izaak Walton Killam Health Centre; Royal University Hospital; University of Toronto; SickKids Foundation; Stollery Children's Hospital; Université de Montréal; University of Saskatchewan; McGill University; London Health Sciences Centre","funders":"","keywords":"Medicine; Chorioamnionitis; Low birth weight; Case fatality rate; Pneumonia; Pediatrics; Birth weight; Pregnancy; Vaginal delivery; Gestation; Obstetrics; Internal medicine; Epidemiology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002390382,0.000291513,0.000656258,0.0002134641,0.0004065006,0.0001889519,0.000212784,0.0002167305,0.0006006798],"category_scores_gemma":[0.002465272,0.0002472714,0.0004032456,0.0001297123,0.0004748621,0.0006299824,0.0002326658,0.000441297,0.0003234213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317149,"about_ca_system_score_gemma":0.0002286215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001346921,"about_ca_topic_score_gemma":0.0007966912,"domain_scores_codex":[0.9978054,0.0001240808,0.0008191119,0.0005394242,0.0002914372,0.0004205823],"domain_scores_gemma":[0.9977534,0.0004192832,0.000343351,0.000717119,0.0001653283,0.0006015266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003314324,0.0009996678,0.9925236,0.0002031198,0.0001042605,0.0006046299,0.00003242922,0.000002342722,0.00003594286,0.00005206193,0.0006040356,0.004506464],"study_design_scores_gemma":[0.004136442,0.0007875196,0.9917812,0.0003749499,0.0001827372,0.00009149851,0.00001446223,0.00003399386,0.000179503,0.0007079621,0.001442049,0.0002676585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949201,0.0002648717,0.00002595843,0.0005759281,0.001415347,0.0005895044,0.000431565,0.0002275562,0.001549153],"genre_scores_gemma":[0.9965301,0.0004862171,0.00001012106,0.001245631,0.0006890288,0.000135496,0.00007607127,0.00004023149,0.0007870915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004238805,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03497566174894557,"score_gpt":0.3514135702985301,"score_spread":0.3164379085495845,"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."}}