{"id":"W3030948483","doi":"10.3760/cma.j.issn.1672-7088.2014.35.002","title":"Socio-demographic risk factors of ventilator-associated pneumonia in neonates:A Meta-analysis","year":2014,"lang":"en","type":"article","venue":"The Journal of practical nursing","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Odds ratio; Ventilator-associated pneumonia; Medicine; Meta-analysis; Pneumonia; Internal medicine; Gestational age; Case-control study; Pregnancy; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007487067,0.0002052941,0.001420284,0.0008645401,0.000145411,0.00002475453,0.0002447533,0.0002011707,0.0001861539],"category_scores_gemma":[0.003992179,0.000127578,0.001229512,0.001756554,0.0003616941,0.0002310153,0.0000326457,0.001843548,0.000007073793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002832079,"about_ca_system_score_gemma":0.000370513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002077278,"about_ca_topic_score_gemma":0.00008020232,"domain_scores_codex":[0.994728,0.001825553,0.001226372,0.0002001314,0.001521808,0.000498086],"domain_scores_gemma":[0.9930621,0.004234505,0.0013233,0.0003828508,0.0005949071,0.0004023794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007468441,0.007494911,0.74152,0.0005551456,0.1679371,0.0005777167,0.005471009,0.00125145,0.01811593,0.0009783487,0.0006987422,0.04793116],"study_design_scores_gemma":[0.003648288,0.003227711,0.741121,0.0002509091,0.2317023,0.0002219527,0.002134057,0.006629935,0.001779664,0.004911521,0.003961405,0.0004112486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989795,0.00278679,0.001864604,0.00491213,0.0001317087,0.000265489,0.000008649627,0.00001109632,0.0002244834],"genre_scores_gemma":[0.9990703,0.0001576653,0.0004555074,0.0001857519,0.00005889849,0.00000164555,0.000001999017,0.00002740356,0.00004077148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0637652,"threshold_uncertainty_score":0.8009403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000107280863285,"score_gpt":0.4187431389819271,"score_spread":0.3187324108955986,"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."}}