{"id":"W3080532964","doi":"10.1136/bmjopen-2020-039655","title":"Does non-invasive ventilation change metabolic markers in children with obstructive sleep apnoea? A systematic review and meta-analysis study protocol","year":2020,"lang":"en","type":"review","venue":"BMJ Open","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Medicine; Meta-analysis; Systematic review; Childhood obesity; Obesity; Intensive care medicine; Obstructive sleep apnea; Metabolic syndrome; Disease; MEDLINE; Pediatrics; Bioinformatics; Internal medicine; Overweight","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05746337,0.005977187,0.02404766,0.009119473,0.002683182,0.007026283,0.005212242,0.007239954,0.05062058],"category_scores_gemma":[0.07973307,0.005311074,0.02319348,0.008213542,0.003838731,0.006282726,0.004434832,0.005172146,0.005686538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01146351,"about_ca_system_score_gemma":0.03949647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007174816,"about_ca_topic_score_gemma":0.01340918,"domain_scores_codex":[0.9799012,0.008303715,0.005726095,0.002416201,0.00265097,0.001001846],"domain_scores_gemma":[0.9750503,0.009841212,0.006491804,0.002648657,0.004922214,0.001045829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.006999617,0.000198605,0.00104699,0.9515355,0.01503854,0.0002917488,0.000601269,0.0008123322,0.0004718622,0.001971484,0.007946513,0.01308563],"study_design_scores_gemma":[0.09212767,0.00474716,0.01151403,0.5745347,0.2019268,0.0006863826,0.001383619,0.002930299,0.002432575,0.01103381,0.0959518,0.0007312521],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001435848,0.01129427,0.002167804,0.0005487734,0.0003640897,0.9777938,0.005731877,0.0001519549,0.0005116129],"genre_scores_gemma":[0.001549783,0.002866875,0.002354743,0.000261584,0.00002793507,0.9920954,0.0005609312,0.000009919547,0.0002727927],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05746337,"threshold_uncertainty_score":0.3038989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1494567110687694,"score_gpt":0.4593453294308901,"score_spread":0.3098886183621207,"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."}}