{"id":"W2371174562","doi":"","title":"Meta-analysis of high risk factors for ventilator-associated pneumonia in preterm newborns in China","year":2014,"lang":"en","type":"article","venue":"Zhongguo yiyuan ganranxue zazhi","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ventilator-associated pneumonia; Medicine; Incidence (geometry); Pneumonia; Gestational age; Meta-analysis; Intubation; Low birth weight; Birth weight; Pediatrics; Risk factor; Internal medicine; Pregnancy; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01512862,0.003349761,0.01774549,0.007626438,0.0008686106,0.003176203,0.002166156,0.002248348,0.002758341],"category_scores_gemma":[0.02602618,0.001234153,0.04013772,0.006753093,0.0005702236,0.001405367,0.001580567,0.001386595,0.000163113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001906939,"about_ca_system_score_gemma":0.003555459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007398306,"about_ca_topic_score_gemma":0.009751661,"domain_scores_codex":[0.9885523,0.005484943,0.00283423,0.001447862,0.001168462,0.0005121925],"domain_scores_gemma":[0.9880649,0.008129211,0.001973018,0.0005757433,0.0009984593,0.0002586327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00248773,0.00004426989,0.02224179,0.0913981,0.8743058,0.0002698516,0.00006825601,0.0008085207,0.0002974594,0.0001226088,0.0002974485,0.007658151],"study_design_scores_gemma":[0.0004490504,0.000201476,0.01129978,0.004124886,0.9825807,0.000103072,0.00003223406,0.000323817,0.0001101051,0.0001577807,0.0006008397,0.00001620118],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02331706,0.974197,0.0008806676,0.0002953995,0.000245121,0.0002354093,0.0005264801,0.00003189664,0.0002709762],"genre_scores_gemma":[0.5995348,0.3929628,0.003035787,0.001186354,0.0005618387,0.0009913407,0.001238411,0.00004884764,0.0004399068],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9926017,"threshold_uncertainty_score":0.08000869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07090932774956912,"score_gpt":0.3551606679984937,"score_spread":0.2842513402489246,"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."}}