{"id":"W2968127180","doi":"10.1186/s13613-019-0564-1","title":"Information conveyed by electrical diaphragmatic activity during unstressed, stressed and assisted spontaneous breathing: a physiological study","year":2019,"lang":"en","type":"article","venue":"Annals of Intensive Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto; St. Michael's Hospital","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Interquartile range; Ventilation (architecture); Cardiology; Spontaneous breathing trial; Mechanical ventilation; Internal medicine; Respiratory rate; Respiratory physiology; Work of breathing; Respiratory system; Heart rate; Blood pressure","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":[0.0003087608,0.0002514506,0.0002348114,0.0002286318,0.000139479,0.0003150555,0.0001453555,0.0002959145,0.001381517],"category_scores_gemma":[0.0009216597,0.000156778,0.0001399378,0.0001178016,0.0004177653,0.0001905543,0.0002251421,0.0002363698,0.000152855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007591605,"about_ca_system_score_gemma":0.00009529152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002648043,"about_ca_topic_score_gemma":0.000357084,"domain_scores_codex":[0.9998416,0.00004501462,0.00001146841,0.00004533675,0.000035746,0.00002082417],"domain_scores_gemma":[0.9994428,0.000198323,0.0001203899,0.00004227973,0.00005779488,0.0001385246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.03347931,0.003340946,0.4566184,0.0005266246,0.0004798882,0.001005711,0.002164026,0.0003642697,0.46534,0.0001336963,0.0001851539,0.03636208],"study_design_scores_gemma":[0.0001344866,0.009792381,0.9837748,0.000005967494,0.00005189391,0.0006778225,0.0002588307,0.0003375647,0.004739624,0.00002962256,0.0001884913,0.000008627063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996921,0.00006909043,0.0001096677,0.000002689801,0.000001797147,0.0000117055,0.00003051413,0.000001238862,0.00008126561],"genre_scores_gemma":[0.9994782,0.00004720011,0.0002520283,0.00001040857,0.0000108113,0.00001827466,0.00008411217,0.000001434455,0.00009760784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001381517,"threshold_uncertainty_score":0.004621625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834288813489614,"score_gpt":0.2995076940291303,"score_spread":0.2711648058942341,"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."}}