{"id":"W2609832050","doi":"10.1093/sleepj/zsx050.885","title":"0886 LONG-TERM NON-INVASIVE VENTILATION THERAPIES IN CHILDREN: A SCOPING REVIEW","year":2017,"lang":"en","type":"review","venue":"SLEEP","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Stollery Children's Hospital; University of Ottawa; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Continuous positive airway pressure; Positive airway pressure; Obstructive sleep apnea; Sleep apnea; Observational study; Intensive care medicine; Polysomnography; Physical therapy; Pediatrics; Apnea; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00104774,0.0004311132,0.002498979,0.0004373237,0.0001442195,0.00004898523,0.0004506608,0.0003203075,0.0002951563],"category_scores_gemma":[0.0008269459,0.0003446161,0.000490574,0.0003071352,0.0001126497,0.0001380536,0.0001741111,0.0009782334,0.0006051643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003747106,"about_ca_system_score_gemma":0.001901647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002362565,"about_ca_topic_score_gemma":0.00007212734,"domain_scores_codex":[0.99689,0.0002554677,0.0009969022,0.0006269708,0.0006631814,0.0005674628],"domain_scores_gemma":[0.9975601,0.0001553472,0.0006632991,0.001239262,0.0001274371,0.0002545159],"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":[0.00001064858,0.00003398477,0.001469728,0.3431783,0.00006117114,0.0001045754,0.000009764802,7.355144e-9,1.785666e-7,0.000002023243,0.00002381127,0.6551058],"study_design_scores_gemma":[0.0005171938,0.0001312935,0.00549903,0.863258,0.0003743585,0.0001153578,5.15074e-7,1.742299e-7,0.00000172513,0.000002853194,0.1298502,0.0002493107],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000575193,0.9902446,0.000007715167,0.00008519144,0.0001774301,0.008995069,0.0000151612,0.00003048888,0.0003868],"genre_scores_gemma":[0.00002501404,0.9979316,0.00002972437,0.0003522043,0.0003990938,0.000688505,0.0002540571,0.00008880039,0.0002309767],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6548565,"threshold_uncertainty_score":0.9999006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1585547516049929,"score_gpt":0.4937280588430468,"score_spread":0.3351733072380538,"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."}}