{"id":"W3029035548","doi":"10.3760/cma.j.issn.1672-7088.2015.03.006","title":"High-risk primary disease and medical factors of ventilator-associated pneumonia in neonates: A Meta-analysis","year":2015,"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":"Medicine; Odds ratio; Ventilator-associated pneumonia; Respiratory distress; Pneumonia; Internal medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0173733,0.003610559,0.02043447,0.007886547,0.0008379507,0.003930253,0.00232399,0.002629023,0.003305065],"category_scores_gemma":[0.0366408,0.00159343,0.05527028,0.007311293,0.0006934779,0.001754344,0.001753517,0.001884346,0.0002997606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002050609,"about_ca_system_score_gemma":0.00263732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004784046,"about_ca_topic_score_gemma":0.007918368,"domain_scores_codex":[0.9858522,0.006969902,0.00376411,0.001718374,0.001183571,0.0005117136],"domain_scores_gemma":[0.9715748,0.02097758,0.004030144,0.001262871,0.00169361,0.0004610345],"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":[0.001822549,0.00002604721,0.01039535,0.08336174,0.8996567,0.0001318768,0.00004219928,0.0004465252,0.0001734295,0.0000567691,0.0002007923,0.003685995],"study_design_scores_gemma":[0.0003048916,0.0001473534,0.005478393,0.004922404,0.9882216,0.00007724445,0.00002456082,0.0001839652,0.0000621308,0.00009326244,0.0004707052,0.00001336655],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01320283,0.984576,0.000796739,0.0002363961,0.0002044543,0.0002275243,0.0004882715,0.00003156177,0.0002362332],"genre_scores_gemma":[0.4909191,0.5002736,0.003883561,0.001248953,0.000606284,0.00129704,0.00119506,0.00006030878,0.0005160585],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02043447,"threshold_uncertainty_score":0.09187996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1192013818119846,"score_gpt":0.4208186405616458,"score_spread":0.3016172587496612,"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."}}