{"id":"W3183281105","doi":"10.4187/respcare.09392","title":"Under Pressure: Risks for Injury During Pediatric Noninvasive Ventilation","year":2021,"lang":"en","type":"letter","venue":"Respiratory Care","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Observational study; Pressure injury; Intensive care medicine; Mechanical ventilation; Malnutrition; Emergency medicine; Anesthesia; 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":[0.0006986767,0.0003261241,0.000449372,0.0004505883,0.002067787,0.0009615385,0.0004090076,0.007966075,0.002788764],"category_scores_gemma":[0.004982371,0.0002778283,0.00051117,0.0005171325,0.0006153021,0.001063903,0.0005816028,0.004007774,0.0008529018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00149906,"about_ca_system_score_gemma":0.001887745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01203966,"about_ca_topic_score_gemma":0.02731303,"domain_scores_codex":[0.9992633,0.0001999139,0.0001303834,0.00007041417,0.0001859589,0.0001499296],"domain_scores_gemma":[0.997848,0.0006753157,0.0004298771,0.00005328264,0.0004423063,0.0005512208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002144893,0.0003308578,0.4787191,0.0002702732,0.00006011318,0.1605777,0.003106192,0.0003443012,0.002081254,0.002499752,0.3048092,0.04698673],"study_design_scores_gemma":[0.000111857,0.0009539031,0.4897753,0.002404012,0.0001173411,0.2651249,0.01498594,0.001967204,0.001213714,0.005395317,0.2177942,0.0001563853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1894279,0.00591365,0.0005657632,0.7536672,0.004895913,0.0001045122,0.0002820889,0.00007307544,0.04506997],"genre_scores_gemma":[0.5584069,0.008021401,0.001598619,0.3935412,0.01828473,0.0001639356,0.0002132625,0.0000576093,0.01971229],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01203966,"threshold_uncertainty_score":0.02393919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1122933937065026,"score_gpt":0.4208608062386953,"score_spread":0.3085674125321927,"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."}}