{"id":"W4387980474","doi":"10.1183/13993003.congress-2023.pa4084","title":"Inline inspiratory infrasound detection during bilevel mask ventilation","year":2023,"lang":"en","type":"article","venue":"","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Infrasound; Stethoscope; Auscultation; Ventilation (architecture); Sound (geography); Computer science; Acoustics; Medicine; Meteorology; Physics; Cardiology","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":[0.0001367385,0.0002687228,0.0002242472,0.0003120054,0.0000967181,0.0003132898,0.0001853842,0.000588964,0.002207019],"category_scores_gemma":[0.0007752994,0.000108124,0.00008174102,0.000156188,0.0001541361,0.0002189684,0.0002465514,0.0002267868,0.0004306607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005668433,"about_ca_system_score_gemma":0.00008881628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006431162,"about_ca_topic_score_gemma":0.001063888,"domain_scores_codex":[0.9999065,0.00001744045,0.000007372562,0.00002711471,0.00002582464,0.00001563468],"domain_scores_gemma":[0.9998313,0.00005871871,0.00003633085,0.00001071878,0.00003431866,0.00002855737],"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":[0.003865748,0.0001120943,0.06402273,0.0007218408,0.00006052279,0.001551454,0.0009036078,0.0002916463,0.845634,0.0001862909,0.001134548,0.08151553],"study_design_scores_gemma":[0.00006830275,0.001968671,0.8328359,0.0001362652,0.000153814,0.006545199,0.0005283983,0.004495154,0.1495244,0.0002557059,0.003448137,0.00004006529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849753,0.001016348,0.01040192,0.0001133101,0.00004830889,0.00007118963,0.0008060486,0.0002291282,0.002338636],"genre_scores_gemma":[0.9942281,0.0004677607,0.003909523,0.0000923362,0.00004158439,0.00004297068,0.0002954322,0.00003597676,0.0008863523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002207019,"threshold_uncertainty_score":0.007383168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836560393661053,"score_gpt":0.2785073836865625,"score_spread":0.260141779749952,"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."}}