{"id":"W2980814442","doi":"10.1016/j.jcrc.2019.08.015","title":"Acute increase in nasal high flow support and ROX index stability: Our insights in response to Mauri T et al.","year":2019,"lang":"en","type":"letter","venue":"Journal of Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Index (typography); Stability (learning theory); Computer science; World Wide Web","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"],"consensus_categories":[],"category_scores_codex":[0.001235792,0.0004180419,0.001337375,0.00109829,0.00002500132,0.00006766696,0.0002220887,0.0008201749,0.0001658292],"category_scores_gemma":[0.001634986,0.0003399577,0.0002178813,0.0002489958,0.00006350685,0.0002738692,0.0001414241,0.003668201,0.00002256113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004101371,"about_ca_system_score_gemma":0.001616114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003058057,"about_ca_topic_score_gemma":0.00005409773,"domain_scores_codex":[0.9960808,0.0006355479,0.001114971,0.0004701311,0.001133683,0.0005648497],"domain_scores_gemma":[0.9977601,0.0004364038,0.0001501243,0.0004566358,0.0006978686,0.0004988793],"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":[0.02646037,0.0004910083,0.01910827,0.002796377,0.0001927031,0.2194302,0.004606818,0.000005322841,0.00738523,0.00007241053,0.7180359,0.00141534],"study_design_scores_gemma":[0.009545229,0.008269652,0.01795436,0.001409471,0.0005718213,0.002800564,0.004147102,0.00002251046,0.001601187,0.0005320311,0.9522396,0.0009064307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5274279,0.0002462358,0.00004034239,0.4709674,0.0006500836,0.0004052354,0.00009941874,0.00000896301,0.0001544289],"genre_scores_gemma":[0.5617979,0.000009593827,0.0004953232,0.4369838,0.0005019569,0.000008399207,0.00004351664,0.00004751886,0.0001120187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2342037,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02146372207899513,"score_gpt":0.3264651610052032,"score_spread":0.3050014389262081,"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."}}