{"id":"W2535886730","doi":"10.1016/j.prrv.2016.09.004","title":"Interfaces for noninvasive ventilation in the acute setting in children","year":2016,"lang":"en","type":"review","venue":"Paediatric Respiratory Reviews","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Intensive care medicine; Interface (matter); Noninvasive ventilation; Ventilation (architecture); Pediatric intensive care unit; Mechanical ventilation; Anesthesia; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.004746538,0.0007116194,0.003065042,0.0008775739,0.00008196571,0.00005547517,0.0006111358,0.0005098695,0.00007942431],"category_scores_gemma":[0.000675917,0.0003807964,0.00114463,0.00108683,0.00004650063,0.0001805174,0.0000970242,0.0007071383,0.0003484283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002737775,"about_ca_system_score_gemma":0.0006662616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001830564,"about_ca_topic_score_gemma":0.000006852643,"domain_scores_codex":[0.994794,0.0009372195,0.002412327,0.0008416469,0.0003830241,0.0006318403],"domain_scores_gemma":[0.9969999,0.0005015312,0.001367711,0.0009292089,0.00007232191,0.0001293498],"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":[0.00002069431,0.0000636312,0.00179194,0.007892944,0.00007841239,0.00004174099,0.00008321051,3.060377e-8,0.000004020607,0.00002533495,0.003537567,0.9864604],"study_design_scores_gemma":[0.0008754205,0.000274195,0.0001794649,0.01330452,0.001247602,0.00008429699,0.00001398633,3.463983e-7,0.000008818529,0.00002841846,0.9836007,0.0003822815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001942817,0.987716,0.0001242864,0.00003834802,0.0003363049,0.011213,0.00007206257,0.00002921634,0.0002765078],"genre_scores_gemma":[0.00001359015,0.9940841,0.0002984777,0.0007887044,0.001280905,0.003122091,0.0001442852,0.00009659847,0.0001713164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9860782,"threshold_uncertainty_score":0.9998644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07300172348269611,"score_gpt":0.3802886416458514,"score_spread":0.3072869181631552,"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."}}