{"id":"W4404042150","doi":"10.1097/01.pcc.0001085936.15656.da","title":"PP431 Topic: AS15–Lung: Respiratory Support/Acute Respiratory Failure/Other: A REVIEW OF PRESSURE INJURIES FROM THE USE OF NON-INVASIVE VENTILATION IN THE PICU","year":2024,"lang":"en","type":"review","venue":"Pediatric Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Acute respiratory failure; Intensive care medicine; Respiratory failure; Respiratory system; Positive pressure ventilation; Ventilation (architecture); Pressure support ventilation; Mechanical ventilation; 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":[0.001238159,0.0009685192,0.002264792,0.01436364,0.000576952,0.002198984,0.0009404527,0.001481403,0.01614783],"category_scores_gemma":[0.005615013,0.0003698469,0.001885253,0.01390267,0.0006794915,0.002573457,0.001133797,0.001002162,0.002407068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001498944,"about_ca_system_score_gemma":0.003928501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002760874,"about_ca_topic_score_gemma":0.004953267,"domain_scores_codex":[0.9988436,0.0002067046,0.0005166789,0.0001191005,0.0002557858,0.00005817485],"domain_scores_gemma":[0.9943829,0.003254636,0.00108619,0.00005129433,0.001033053,0.0001919481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002062627,0.00008789782,0.001600183,0.5042381,0.0004933634,0.0005667633,0.0005416839,0.0001336505,0.0007638552,0.001428252,0.05337278,0.4365673],"study_design_scores_gemma":[0.00005267431,0.0003063695,0.00995986,0.4094707,0.002066103,0.005064275,0.000873742,0.00008215109,0.0003528249,0.001054229,0.5706674,0.00004956063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003133937,0.9972831,0.00005643108,0.0004482217,0.0006491663,0.00003886426,0.0001185038,0.000005652746,0.001086617],"genre_scores_gemma":[0.001387907,0.9964257,0.0001793651,0.0005544674,0.0005553181,0.00005783959,0.0001369049,0.000004554002,0.0006979858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01614783,"threshold_uncertainty_score":0.05401987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06500877405992114,"score_gpt":0.3537589343448508,"score_spread":0.2887501602849296,"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."}}