{"id":"W4402621483","doi":"10.1002/ppul.27245","title":"Peak inspiratory pressure lacks accuracy to estimate plateau pressure in infants with severe obstructive lower airway disease","year":2024,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"Fonds de Recherche du Québec - Santé; Centre hospitalier universitaire Sainte-Justine","keywords":"Medicine; Airway; Plateau (mathematics); Pulmonary disease; Cardiology; Intensive care medicine; Internal medicine; Pediatrics; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002370881,0.0005345168,0.0006721498,0.0007966146,0.0001629056,0.0007907901,0.0005184744,0.0005781209,0.0004214775],"category_scores_gemma":[0.01591632,0.0003673741,0.0004671153,0.0005532915,0.0003266899,0.0005678477,0.0006704087,0.0005141502,0.0001978078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002146,"about_ca_system_score_gemma":0.0002760389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496299,"about_ca_topic_score_gemma":0.0009952674,"domain_scores_codex":[0.9973989,0.001084713,0.0004255034,0.000332477,0.000605944,0.0001524906],"domain_scores_gemma":[0.9912302,0.004426511,0.002670152,0.0006335136,0.0007633748,0.0002762952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009140625,0.00001129295,0.9972696,0.00001878449,0.00002837662,0.00009163527,0.00005225066,0.0001956236,0.0002868398,0.000009784297,0.00003186206,0.001912527],"study_design_scores_gemma":[0.000008736045,0.0005111392,0.9879636,0.00003329974,0.00005884081,0.001963313,0.0002686267,0.008070435,0.0008828851,0.00005056192,0.0001786233,0.000009886245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975969,0.0004138261,0.001593493,0.00002626254,0.00000890788,0.00000898183,0.0001227798,0.00001993003,0.0002087734],"genre_scores_gemma":[0.9993412,0.00005895493,0.0004563448,0.0000093706,0.000005210826,0.000005856884,0.0001003271,0.00000295258,0.00001972313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002370881,"threshold_uncertainty_score":0.01253855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009752510839202515,"score_gpt":0.2845586255437675,"score_spread":0.274806114704565,"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."}}