{"id":"W4409781311","doi":"10.1016/j.healun.2025.02.1198","title":"Improved Oxygenation and Atelectasis in Brain-Dead (BD) Donors with a Novel Percutaneous Transvenous Phrenic Nerve Stimulator","year":2025,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lungpacer Medical (Canada)","funders":"","keywords":"Medicine; Atelectasis; Oxygenation; Anesthesia; Phrenic nerve; Percutaneous; Brain dead; Surgery; Internal medicine; Respiratory system; Lung; Transplantation","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":[0.0002284411,0.0001750064,0.0002287877,0.0001041555,0.0001165668,0.0001750186,0.0002462286,0.0002491795,0.0008483164],"category_scores_gemma":[0.0002172897,0.00005767838,0.0001628601,0.00007039067,0.0002875891,0.0002749859,0.0002019717,0.0003712941,0.0001105437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004641323,"about_ca_system_score_gemma":0.00008235646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007240539,"about_ca_topic_score_gemma":0.0001194902,"domain_scores_codex":[0.9999447,0.00001254156,0.000005768414,0.0000134086,0.00001097936,0.00001261942],"domain_scores_gemma":[0.9999334,0.00002142213,0.00001298553,0.0000114668,0.000005446441,0.00001525076],"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":[0.004704556,0.0006904433,0.003173647,0.0001487899,0.00004833556,0.001434491,0.0001217355,0.0002070115,0.9487547,0.0002419698,0.0002391861,0.04023521],"study_design_scores_gemma":[0.001457073,0.0318485,0.0744997,0.00005127274,0.0004154924,0.02430139,0.0003247343,0.01218347,0.8476908,0.001088577,0.00607168,0.00006730887],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940953,0.0003732497,0.005055692,0.00006359909,0.00004542444,0.00001083738,0.00001405832,0.00003243108,0.0003094748],"genre_scores_gemma":[0.9980338,0.0001613853,0.001412205,0.00008233083,0.00003441955,0.00001151462,0.00002010838,0.000006369746,0.0002378385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008483164,"threshold_uncertainty_score":0.002837896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156254343288564,"score_gpt":0.2890521448217487,"score_spread":0.2734267104928924,"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."}}