{"id":"W6959708376","doi":"10.7939/dvn/10890","title":"Long-term Non-invasive Ventilation Therapies in Children: A Scoping Review","year":2016,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Children's Hospital of Eastern Ontario; University of Calgary; University of Alberta","funders":"","keywords":"Ventilation (architecture); MEDLINE; Mechanical ventilation; High-frequency ventilation; Context (archaeology)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.007485255,0.001183771,0.005530667,0.01221277,0.0006546292,0.002207716,0.001659726,0.001543159,0.01208562],"category_scores_gemma":[0.05098939,0.0008615843,0.008956563,0.0166426,0.000515774,0.001619054,0.002877708,0.00154437,0.001486531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00381782,"about_ca_system_score_gemma":0.01569368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02543743,"about_ca_topic_score_gemma":0.0677871,"domain_scores_codex":[0.9896203,0.002018443,0.006009363,0.0005662601,0.00149154,0.0002941185],"domain_scores_gemma":[0.9715135,0.0154821,0.007913544,0.0007717708,0.003997,0.0003221458],"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":[0.0005509373,0.00002276526,0.00257556,0.9122744,0.006292267,0.0001003607,0.0002437675,0.0002641062,0.0001842005,0.000558328,0.02498588,0.05194745],"study_design_scores_gemma":[0.0005602964,0.0001035129,0.01278259,0.8528558,0.02409546,0.000212353,0.0002198836,0.00007313683,0.0001592592,0.000424454,0.1084611,0.00005208512],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004189764,0.7425409,0.0009616149,0.00159009,0.000392637,0.002866059,0.2424237,0.0001289929,0.004906178],"genre_scores_gemma":[0.02259423,0.8683305,0.004276257,0.001688865,0.0001778651,0.009063449,0.09257837,0.00008879638,0.00120173],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02543743,"threshold_uncertainty_score":0.05057871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125251300717198,"score_gpt":0.310130768113792,"score_spread":0.2888782551066201,"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."}}