{"id":"W1764291618","doi":"","title":"Effects of nosocomial infection trends on neonatal outcomes in preterm infants <33 weeks of gestational age in Canadian NICUs.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal University Hospital","funders":"","keywords":"Retinopathy of prematurity; Medicine; Necrotizing enterocolitis; Bronchopulmonary dysplasia; Periventricular leukomalacia; Intraventricular hemorrhage; Gestational age; Confounding; Pediatrics; Odds ratio; Retrospective cohort study; Logistic regression; Internal medicine; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062391,0.0005302952,0.0003523331,0.001219065,0.001249281,0.0008506168,0.001482945,0.0005281563,0.0009955197],"category_scores_gemma":[0.004329816,0.0003661807,0.0006902076,0.002886959,0.0004317488,0.0004773142,0.0009492872,0.0006873885,0.0001328162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01384703,"about_ca_system_score_gemma":0.02029241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742343,"about_ca_topic_score_gemma":0.9814767,"domain_scores_codex":[0.9986892,0.0000826018,0.00008808358,0.0002101919,0.0005128195,0.0004171507],"domain_scores_gemma":[0.9971253,0.0001196196,0.001138181,0.00009840656,0.001036837,0.0004816412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003856503,0.000008522626,0.9980609,0.00002138923,0.00003690955,0.0000294849,0.000101492,0.00004405043,0.00005967405,0.00002138609,0.0002721616,0.001305492],"study_design_scores_gemma":[0.000001028169,0.00000933513,0.999535,0.00001221068,0.00001290731,0.00002404878,0.0001401601,0.0001047001,0.00001856349,0.00000398202,0.0001355549,0.000002572589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990454,0.001734431,0.0001145414,0.000319917,0.00001688738,0.00003071462,0.006312523,0.00001233839,0.001004661],"genre_scores_gemma":[0.9969518,0.000658707,0.0001793004,0.00005085782,0.000006375706,0.00001568314,0.001933512,0.000003609685,0.0001999989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02576566,"threshold_uncertainty_score":0.1004677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879101353001807,"score_gpt":0.2609697096948171,"score_spread":0.242178696164799,"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."}}