{"id":"W4387902833","doi":"10.4187/respcare.11439","title":"Phrenic Nerve Stimulation for Acute Respiratory Failure","year":2023,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Lungpacer Medical (Canada); Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Diaphragm (acoustics); Phrenic nerve; Respiratory system; Mechanical ventilation; Respiratory failure; Weakness; Ventilation (architecture); Lung; Anesthesia; Stimulation; Intensive care medicine; Internal medicine; Surgery","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":[0.0002246249,0.0002861548,0.0003220534,0.0001625539,0.0002298166,0.0002321302,0.0001679129,0.0005491548,0.00423992],"category_scores_gemma":[0.000284763,0.00003477501,0.000302756,0.00009525446,0.000352721,0.0001823169,0.0002909806,0.0008084559,0.001002871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002270423,"about_ca_system_score_gemma":0.0004709333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003648359,"about_ca_topic_score_gemma":0.0008624529,"domain_scores_codex":[0.999957,0.00001076194,0.000005490617,0.000005194982,0.00001010614,0.00001140606],"domain_scores_gemma":[0.9999192,0.00002546606,0.00001379741,0.000005151652,0.000006457547,0.00002989906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005758604,0.0009614598,0.008634121,0.002228985,0.0002398809,0.01489614,0.0002473932,0.0007953066,0.063303,0.002980883,0.02189356,0.8780606],"study_design_scores_gemma":[0.008549948,0.05669566,0.2753399,0.007879719,0.0005841166,0.1781449,0.0008944654,0.007720816,0.04192266,0.02425778,0.3977748,0.0002352448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.555088,0.3197638,0.02437443,0.01914308,0.004037122,0.0008048701,0.000458212,0.001016016,0.07531458],"genre_scores_gemma":[0.947926,0.03786596,0.004528398,0.003336578,0.001279467,0.0002534967,0.0002298335,0.0000196577,0.004560499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00423992,"threshold_uncertainty_score":0.01418394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06482951463791044,"score_gpt":0.3446479629887014,"score_spread":0.279818448350791,"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."}}