{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003153005,0.000281076,0.0002626817,0.0004710742,0.0006673912,0.000206951,0.0005519835,0.000166763,0.00006847568],"category_scores_gemma":[0.0008683034,0.0002734226,0.0002327936,0.001398966,0.0001736541,0.0005505368,0.0001243205,0.0002212337,0.0005374698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114828,"about_ca_system_score_gemma":0.0002248493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001015511,"about_ca_topic_score_gemma":0.00001322393,"domain_scores_codex":[0.9971848,0.0002121513,0.0004152459,0.000910546,0.0006573785,0.000619853],"domain_scores_gemma":[0.9984615,0.0003163274,0.000173813,0.0006254558,0.0001927088,0.0002302201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006332156,0.00001726313,0.0004717293,0.00003803623,0.000004823778,0.00006790516,0.0003111255,0.0007268142,0.9764205,0.001867056,0.01082801,0.009183451],"study_design_scores_gemma":[0.001181454,0.0004203727,0.00110936,0.00001737742,0.0000294551,0.000003432633,0.0002395744,0.0004840879,0.5881411,0.0001863593,0.4078237,0.0003637469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940733,0.0001284889,0.0005056605,0.0003888528,0.001074639,0.001186962,0.0002216765,0.0009931999,0.001427161],"genre_scores_gemma":[0.9908546,0.000006985278,0.00010168,0.007446209,0.00041492,0.0002579418,0.00001836388,0.00007763159,0.0008216884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3969957,"threshold_uncertainty_score":0.9999718,"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."}}