{"id":"W2023573406","doi":"10.1007/s10877-011-9307-z","title":"Monitoring of breathing phases using a bioacoustic method in healthy awake subjects","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Monitoring and Computing","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Sleep & Circadian Network; Toronto Sleep Institute; University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Bioacoustics; Breathing; Medicine; Anesthesiology; Audiology; Acoustics; Anesthesia; Physics","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":[0.0001769791,0.0003535962,0.0003808484,0.000404201,0.0002878949,0.0003138776,0.0001436744,0.0005889777,0.0007196451],"category_scores_gemma":[0.0007761739,0.0001655535,0.0001492885,0.0001481325,0.0003444092,0.0002322112,0.0001871614,0.00031749,0.0002185869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000062464,"about_ca_system_score_gemma":0.0001475755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007739802,"about_ca_topic_score_gemma":0.00103822,"domain_scores_codex":[0.9998543,0.00003368407,0.00001314365,0.00004801293,0.00002798797,0.00002286934],"domain_scores_gemma":[0.9996833,0.0001615723,0.00002334217,0.00001717408,0.00004289942,0.00007180081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0168056,0.001148929,0.2059945,0.0004463783,0.0002562082,0.002859412,0.003005575,0.0007498107,0.6665226,0.000282104,0.0007884003,0.1011404],"study_design_scores_gemma":[0.0001759754,0.00622726,0.9590886,0.00003035556,0.000204789,0.003502258,0.001065833,0.002863562,0.02548207,0.0002295077,0.001096269,0.00003359462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953614,0.0005457519,0.002762659,0.00005228709,0.0000390062,0.0000472256,0.0001708538,0.00003464657,0.0009861573],"genre_scores_gemma":[0.9978608,0.0002720098,0.001205404,0.00006393254,0.00006240999,0.00003536912,0.00009024572,0.00000865923,0.0004011135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007739802,"threshold_uncertainty_score":0.002407432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1934850735066734,"score_gpt":0.4766549851162556,"score_spread":0.2831699116095823,"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."}}