{"id":"W2966386499","doi":"10.21037/tp.2019.07.07","title":"Introducing evidence-based practice improvement in Chinese neonatal intensive care units","year":2019,"lang":"en","type":"review","venue":"Translational Pediatrics","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; China Medical Board","keywords":"Medicine; Intensive care; China; Incidence (geometry); Population; Neonatal intensive care unit; Pediatrics; Intensive care medicine; Environmental health","routes":{"ca_aff":false,"ca_fund":true,"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":[0.02372179,0.001426632,0.002294751,0.006471097,0.0006697595,0.002755642,0.002988647,0.002774469,0.003543355],"category_scores_gemma":[0.03985773,0.000535278,0.003236002,0.005657029,0.000906656,0.002947607,0.002936159,0.002862151,0.0003801325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006079164,"about_ca_system_score_gemma":0.02910831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01900248,"about_ca_topic_score_gemma":0.02513618,"domain_scores_codex":[0.9878575,0.005966989,0.002166135,0.0006494322,0.002805227,0.000554756],"domain_scores_gemma":[0.9794646,0.01188345,0.002674504,0.0005777193,0.004550912,0.0008487587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008112395,0.0001482141,0.0009634338,0.1526297,0.0008836472,0.0001135943,0.000469148,0.0005787989,0.00021994,0.002793383,0.01035451,0.8307645],"study_design_scores_gemma":[0.0009696808,0.000521292,0.02019295,0.5990108,0.004481412,0.0006248141,0.0008933982,0.001228453,0.0007459861,0.004039179,0.367168,0.0001242133],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009785687,0.9871815,0.001048261,0.006972813,0.0009350631,0.0008037573,0.0000876518,0.00005290319,0.001939449],"genre_scores_gemma":[0.01617336,0.9675097,0.01078224,0.003872305,0.0004117601,0.0007499392,0.000162826,0.000009918338,0.0003279494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02372179,"threshold_uncertainty_score":0.1254543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132149939042155,"score_gpt":0.4482782652811935,"score_spread":0.3161283262390385,"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."}}