{"id":"W4415782222","doi":"10.14814/phy2.70622","title":"Overnight deep inspiration patterns in obstructive sleep apnea patients with and without asthma","year":2025,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Asthma; Obstructive sleep apnea; Polysomnography; Bronchodilator; Quartile; Respiratory system","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":[0.0001435569,0.0002102308,0.0002882671,0.0005787233,0.0002348604,0.0003301647,0.0001143107,0.00030932,0.001059714],"category_scores_gemma":[0.001026558,0.0001361339,0.0001683826,0.00038734,0.0002081497,0.0002284736,0.0002533053,0.0002292073,0.0001556219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094475,"about_ca_system_score_gemma":0.00008080759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001566519,"about_ca_topic_score_gemma":0.002624874,"domain_scores_codex":[0.999858,0.00002710331,0.00002019386,0.00003307965,0.00003196932,0.00002971165],"domain_scores_gemma":[0.9996118,0.00009376316,0.0001165597,0.00002497706,0.00003318331,0.0001198536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003801643,0.00004530696,0.9915527,0.00001844159,0.00005270657,0.0002940544,0.0002297586,0.00003460483,0.003445872,0.00001553662,0.00005879764,0.00387217],"study_design_scores_gemma":[0.000001770192,0.00009429896,0.9995307,0.000001082867,0.000005158065,0.0001879224,0.00007692589,0.00002447465,0.00004183824,0.000005293449,0.00002919933,0.000001322099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995357,0.0001244899,0.00003887263,0.000006971599,0.000003364173,0.000003021296,0.00006776088,0.000001764143,0.0002181883],"genre_scores_gemma":[0.9996278,0.00005648106,0.0000345189,0.00001046479,0.00000728086,0.000003535413,0.0001559343,8.669539e-7,0.0001031351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001566519,"threshold_uncertainty_score":0.003545105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273542641191529,"score_gpt":0.2817015480975926,"score_spread":0.2689661216856774,"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."}}