{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003414232,0.0005401928,0.001627474,0.0004212736,0.0002739879,0.00006343039,0.0001329229,0.0007639005,0.001696173],"category_scores_gemma":[0.0005242454,0.0004116237,0.001060214,0.0002040834,0.00004837175,0.0001135466,0.00006303664,0.0003388977,0.0003501009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002922918,"about_ca_system_score_gemma":0.003185748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.341477e-7,"about_ca_topic_score_gemma":0.0000020169,"domain_scores_codex":[0.9971529,0.0001738832,0.001039414,0.0007466388,0.0004420162,0.000445163],"domain_scores_gemma":[0.9975193,0.0004281874,0.0004305535,0.0006395993,0.0006467241,0.0003356436],"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":[0.0002170224,0.0002614945,0.00004633501,0.0846616,0.0006017758,0.0005355165,0.0001724499,6.274152e-8,0.0003245501,0.01644169,0.05070581,0.8460317],"study_design_scores_gemma":[0.001027476,0.0005156298,0.000006049127,0.00294603,0.001892957,0.0001000141,0.00002562772,9.675249e-8,0.0001377024,0.0005681512,0.9923537,0.0004265337],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002557267,0.9934236,0.000303181,0.00003685735,0.0009921666,0.003231545,0.001020044,0.0001624414,0.0008045314],"genre_scores_gemma":[0.0001729362,0.9858321,0.002916417,0.001228714,0.005245124,0.003059833,0.0009991456,0.0002395905,0.0003061314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9416479,"threshold_uncertainty_score":0.9998336,"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."}}