{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000192,0.000407554,0.0005546978,0.0006341413,0.00007522552,0.00004923431,0.0002497312,0.0003193307,0.0004563492],"category_scores_gemma":[0.0002858515,0.0003263469,0.00010021,0.0007685203,0.00006448403,0.0003608213,0.0001655688,0.0006924178,0.0002770608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006514255,"about_ca_system_score_gemma":0.0008201602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003753895,"about_ca_topic_score_gemma":0.00004106779,"domain_scores_codex":[0.9975498,0.00007817939,0.0004496806,0.0008754418,0.0003425273,0.0007043705],"domain_scores_gemma":[0.9984688,0.0001409555,0.0001003521,0.0005945129,0.0001177465,0.0005775966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007854641,0.0008481337,0.9066567,0.003129601,0.0007056299,0.01857608,0.002257541,0.002435217,0.001322342,0.001770009,0.01174689,0.04269721],"study_design_scores_gemma":[0.003680656,0.002279781,0.5074066,0.0003224103,0.002419419,0.0005074535,0.0001683515,0.001830204,0.0004569877,0.001202476,0.4784241,0.001301526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835532,0.01014195,0.0002380358,0.000848844,0.001184086,0.001366904,0.0001296006,0.0003604974,0.002176892],"genre_scores_gemma":[0.995133,0.0001350847,0.0005195071,0.0006497215,0.0007467459,0.0002254679,0.00004207704,0.00008524764,0.002463163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4666772,"threshold_uncertainty_score":0.9999189,"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."}}