{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0003915822,0.0004224161,0.0005637698,0.0003726239,0.0009207824,0.00004499745,0.0003812903,0.001453089,0.00104119],"category_scores_gemma":[0.0001511605,0.0004558576,0.000414789,0.0002418496,0.00002644521,0.0001488587,0.0004118203,0.002304217,0.0001992725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003559711,"about_ca_system_score_gemma":0.0007499848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002055928,"about_ca_topic_score_gemma":0.0000444299,"domain_scores_codex":[0.9960709,0.001000974,0.0007945879,0.0008205525,0.0005578389,0.0007552033],"domain_scores_gemma":[0.9972659,0.000291783,0.0007337474,0.0008875213,0.0007177418,0.0001033428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004476963,0.00001588397,0.001402408,0.01149611,0.0002172021,0.0000668682,0.0006112523,0.00006697,0.00009060671,0.00006670193,0.9857017,0.0002195264],"study_design_scores_gemma":[0.0009479712,0.00004457659,0.005180303,0.0003019566,0.0008114644,3.927102e-7,0.0006962148,9.689287e-7,0.0002931942,0.00007956776,0.991202,0.0004413846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05277936,0.1857621,0.02171727,0.4449369,0.09545042,0.09148455,0.01753436,0.00609271,0.08424233],"genre_scores_gemma":[0.02115873,0.0003649676,0.000285054,0.8710103,0.03651724,0.005058699,0.003029642,0.0004429745,0.06213237],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4260734,"threshold_uncertainty_score":0.9999975,"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."}}