{"id":"W2905350866","doi":"10.4187/respcare.06351","title":"Impact of Spontaneous Breathing Trial on Work of Breathing Indices Derived From Esophageal Pressure, Electrical Activity of the Diaphragm, and Oxygen Consumption in Children","year":2018,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Diaphragm (acoustics); Breathing; Work of breathing; Spontaneous breathing trial; Oxygen; Anesthesia; Mechanical ventilation; Acoustics","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":[],"consensus_categories":[],"category_scores_codex":[0.000276194,0.0002009113,0.0005814342,0.0001956442,0.00005916065,0.000009109093,0.0001485174,0.0002421202,0.00006349234],"category_scores_gemma":[0.0001707373,0.000141819,0.0001957591,0.0002480353,0.0001776975,0.00008502806,0.00006615069,0.0003009886,0.000001347702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000885421,"about_ca_system_score_gemma":0.0002718295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000331965,"about_ca_topic_score_gemma":0.00003154488,"domain_scores_codex":[0.998397,0.0002519729,0.0004187456,0.0003081903,0.0004046847,0.0002194329],"domain_scores_gemma":[0.9988201,0.0001592621,0.0003988451,0.0004040748,0.0001146119,0.00010313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01689267,0.0001955026,0.7576002,0.00008123583,0.0002424154,0.00006506609,0.002157851,0.000007256825,0.2096697,0.000008325253,0.00001070722,0.01306908],"study_design_scores_gemma":[0.00820598,0.002037414,0.8276007,0.0002532981,0.0001716175,0.00002654163,0.0000449794,0.000005009278,0.1615374,0.000009245079,0.0000131374,0.00009468159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975481,0.001304779,0.000008330231,0.000003454639,0.00009005656,0.0008633535,0.00008302523,0.00001402015,0.00008485308],"genre_scores_gemma":[0.9996485,0.00001187913,0.00004744515,0.00005586835,0.0001904414,0.000009768753,0.000007144468,0.00002213554,0.000006817117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07000053,"threshold_uncertainty_score":0.5783211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773878444508893,"score_gpt":0.2882426846237288,"score_spread":0.2705039001786399,"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."}}