{"id":"W4410273803","doi":"10.1164/ajrccm.2025.211.abstracts.a5118","title":"Intrabreath Oscillometry (IBO) vs. Spectral Oscillometry (SO) in Detecting Respiratory Disease in Patients Undergoing Hematopoietic Stem Cell Transplantation (HSCT)","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hematopoietic stem cell transplantation; Cardiology; Internal medicine; Transplantation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002059432,0.0003742781,0.0004943308,0.0006282323,0.0001908856,0.0005996685,0.0002412903,0.0006080472,0.001210823],"category_scores_gemma":[0.003021579,0.0001433717,0.0003688726,0.0005186264,0.0002408233,0.0005240514,0.0004400658,0.0005440346,0.000256576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000136361,"about_ca_system_score_gemma":0.0001332254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005263765,"about_ca_topic_score_gemma":0.0009100444,"domain_scores_codex":[0.9991726,0.0003849951,0.00008536503,0.0001914298,0.0001086519,0.00005693666],"domain_scores_gemma":[0.9974163,0.001214141,0.0006154039,0.0001064579,0.0002026502,0.0004450824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009318388,0.0001750866,0.978177,0.00006885098,0.0001208889,0.00002224047,0.00005392266,0.00009971928,0.001492609,0.00002046586,0.00014637,0.01030454],"study_design_scores_gemma":[0.0002198703,0.004085178,0.9932188,0.00003631015,0.0001672163,0.0000995278,0.0001549606,0.001213256,0.0005069898,0.00004131524,0.000244551,0.00001204355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978355,0.00103599,0.0002300226,0.00006386571,0.00003210464,0.00001992069,0.0002038395,0.00001080796,0.0005679836],"genre_scores_gemma":[0.9988756,0.0002005578,0.000436705,0.00005239768,0.00004098344,0.00002389362,0.0002233572,0.000003743024,0.000142897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002059432,"threshold_uncertainty_score":0.01089144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006479761863899223,"score_gpt":0.2417464848001631,"score_spread":0.2352667229362639,"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."}}