{"id":"W2549388570","doi":"10.4187/respcare.04881","title":"Pediatric Prolonged Mechanical Ventilation: Considerations for Definitional Criteria","year":2016,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Mechanical ventilation; Ventilator weaning; Ventilation (architecture); Nasal cannula; Weaning; Intensive care medicine; Intensive care; Pediatrics; Cannula; Emergency medicine; Anesthesia; Surgery; Internal medicine","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":[0.1275156,0.001763263,0.004865526,0.01917706,0.002870065,0.006674032,0.01345614,0.005927354,0.001725503],"category_scores_gemma":[0.2921365,0.001373129,0.004741668,0.01870642,0.005478272,0.01064488,0.00578867,0.00900765,0.0009463053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007549099,"about_ca_system_score_gemma":0.02622713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008649394,"about_ca_topic_score_gemma":0.0111616,"domain_scores_codex":[0.8271426,0.05764779,0.09076927,0.005121755,0.01700063,0.002317933],"domain_scores_gemma":[0.6189857,0.2634824,0.03218833,0.006524518,0.0752559,0.003563068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005117802,0.000274532,0.04718858,0.1584983,0.001027994,0.004527318,0.02691797,0.001876008,0.001650802,0.1013329,0.2008479,0.4553459],"study_design_scores_gemma":[0.0005040413,0.0002774936,0.03260174,0.3454612,0.001971348,0.008262739,0.01790929,0.003861589,0.001199476,0.05596658,0.5315943,0.0003901396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01568684,0.6608723,0.05937877,0.2265292,0.01448825,0.006197459,0.00362105,0.0003274531,0.01289861],"genre_scores_gemma":[0.1567008,0.2830455,0.4384556,0.07488254,0.0106583,0.02461508,0.009554348,0.0003686733,0.001719135],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1275156,"threshold_uncertainty_score":0.6743752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1640210980133735,"score_gpt":0.4055506174356099,"score_spread":0.2415295194222364,"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."}}