{"id":"W4404484253","doi":"10.1038/s43856-024-00662-0","title":"Restoring brain connectivity by phrenic nerve stimulation in sedated and mechanically ventilated patients","year":2024,"lang":"en","type":"article","venue":"Communications Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lungpacer Medical (Canada); University of Toronto","funders":"","keywords":"Mechanical ventilation; Medicine; Anesthesia; Phrenic nerve; Ventilation (architecture); ARDS; Sedation; Diaphragmatic breathing; Stimulation; Diaphragm (acoustics); Respiratory system; Lung; Internal medicine","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":[0.0007133571,0.0001404561,0.0002840661,0.0002525318,0.00009002055,0.00001652889,0.0001776916,0.0001127445,0.0001086657],"category_scores_gemma":[0.0005378134,0.0001211327,0.00003195957,0.0005487563,0.00010968,0.0001456056,0.0001370618,0.0003753719,0.00001385972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266728,"about_ca_system_score_gemma":0.000083134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001067061,"about_ca_topic_score_gemma":0.00006575161,"domain_scores_codex":[0.9987909,0.0001375392,0.0004065653,0.0002637416,0.0002271195,0.0001740923],"domain_scores_gemma":[0.9984348,0.0003607991,0.00006309593,0.0008929593,0.000108447,0.0001398478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006589498,0.001668962,0.1398005,0.0007831866,0.0003845332,0.0001335505,0.004850744,0.00001244016,0.5585266,0.01503276,0.04270488,0.2354429],"study_design_scores_gemma":[0.02354039,0.005955609,0.3151489,0.00955901,0.001177851,0.0001354918,0.001602121,0.1196346,0.01821702,0.009208193,0.4942814,0.001539504],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830964,0.005415531,0.001023116,0.008390991,0.0002454314,0.0006384844,0.00001120186,0.0001860826,0.0009927652],"genre_scores_gemma":[0.9978685,0.0002775454,0.0004092212,0.0003993486,0.00003944481,0.00003961582,0.0005209887,0.00002643708,0.0004188726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5403095,"threshold_uncertainty_score":0.4939648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03739130718434135,"score_gpt":0.3383517747731236,"score_spread":0.3009604675887822,"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."}}