{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001829926,0.00009759065,0.0002612159,0.0006692725,0.000009889235,0.000004392748,0.00003998586,0.00007951351,0.000009898082],"category_scores_gemma":[0.0002510476,0.00008521642,0.00005429444,0.0002568591,0.00004386624,0.00009004493,0.00001693241,0.0001474697,0.000003090554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002468872,"about_ca_system_score_gemma":0.000114885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2121871,"about_ca_topic_score_gemma":0.337933,"domain_scores_codex":[0.9991357,0.0000391261,0.0002625604,0.000125875,0.0001899963,0.0002467368],"domain_scores_gemma":[0.9994744,0.00009203936,0.00007345944,0.00009319887,0.0000407382,0.0002261412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002680744,0.0001970905,0.9423663,0.0001221754,0.00003314142,0.0001285255,0.0003618293,0.00004692723,0.0001320678,0.0002475006,0.0001189582,0.05597738],"study_design_scores_gemma":[0.002891901,0.0001505397,0.991898,0.0000542405,0.00001643341,0.00001459229,0.000005217964,0.00001374681,0.00377403,0.0001481873,0.0009633967,0.00006973209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949089,0.00001915126,0.000002108987,0.0002400183,0.0003403396,0.0004441496,0.00004205252,0.0000119905,0.003991299],"genre_scores_gemma":[0.998786,0.000006005248,0.00001630918,0.00008675058,0.00003799803,0.0004441906,0.0000333785,0.000009410377,0.0005799147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1257459,"threshold_uncertainty_score":0.793059,"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."}}