{"id":"W2783462139","doi":"10.1016/j.jcrc.2018.01.007","title":"Non-invasive ventilation in children and adults in low- and low-middle income countries: A systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Journal of Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"University Health Network","keywords":"Medicine; Relative risk; COPD; Observational study; Meta-analysis; Confidence interval; Pneumonia; Mechanical ventilation; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009942076,0.0003215374,0.00619418,0.000643893,0.00002878348,0.00004789419,0.00008953919,0.0002405938,0.00006488704],"category_scores_gemma":[0.0009403708,0.0002031158,0.0007388908,0.0004091916,0.0001160412,0.0001593824,0.0000519071,0.0004215758,0.000002767477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009754831,"about_ca_system_score_gemma":0.0002576025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005262807,"about_ca_topic_score_gemma":0.00002978353,"domain_scores_codex":[0.9971622,0.0002216577,0.001717226,0.0002868135,0.0004118969,0.000200265],"domain_scores_gemma":[0.9981979,0.0002486069,0.0005515889,0.000235813,0.000504929,0.0002611406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00001825619,0.00002904543,0.0004017931,0.9950859,0.003988471,0.0001996841,0.0001671526,1.490902e-8,3.765045e-8,0.00001563398,0.000003113581,0.00009091567],"study_design_scores_gemma":[0.0006377827,0.0004380962,0.0004879202,0.352528,0.6444055,0.000855862,0.0002051557,0.000001416897,0.000001740725,0.00002325608,0.0001885585,0.0002266577],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002326361,0.9960642,0.000009476687,0.00007878436,0.00002811767,0.001423575,0.00005539955,0.000002441772,0.00001160936],"genre_scores_gemma":[0.03466596,0.9647185,0.00008897656,0.0003481327,0.00007014166,0.00004581102,0.00002425478,0.00002397132,0.0000142758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6425579,"threshold_uncertainty_score":0.8282822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03668546129664295,"score_gpt":0.3486091091382108,"score_spread":0.3119236478415678,"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."}}