{"id":"W4410432164","doi":"10.1016/j.chest.2025.05.008","title":"Association Between a Recalled Positive Airway Pressure Device and Obstructive Lung Disease","year":2025,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Patient Safety Institute; Université de Montréal; Hospital for Sick Children; University of Saskatchewan; University of Ottawa; McGill University Health Centre; University of British Columbia Hospital; Sunnybrook Health Science Centre; Ottawa Public Health; Children's Hospital of Western Ontario; Western University; University of Calgary; Ottawa Hospital","funders":"Institut canadien d'information sur la santé; Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Cancer Care Ontario","keywords":"Medicine; Continuous positive airway pressure; Airway; Obstructive lung disease; Association (psychology); Positive airway pressure; Pulmonary disease; Lung; COPD; Internal medicine; Cardiology; Intensive care medicine; Obstructive sleep apnea; Surgery; Psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001799048,0.00008365292,0.0001483461,0.0001291891,0.0007785711,0.0002839779,0.0002528932,0.0001377773,0.00006996074],"category_scores_gemma":[0.002153381,0.00008146159,0.00005726014,0.0003408031,0.0001357693,0.0003070146,0.0000854899,0.0005380828,0.000004066611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004973985,"about_ca_system_score_gemma":0.0004877876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001370762,"about_ca_topic_score_gemma":0.00007429662,"domain_scores_codex":[0.9982793,0.000504632,0.0001904136,0.0001649743,0.0005435683,0.0003170809],"domain_scores_gemma":[0.9983265,0.0007442095,0.0001492862,0.00008419164,0.000432312,0.0002634866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007086666,0.00004951098,0.9424036,0.00008265956,0.0004943421,0.00004156044,0.006614189,0.000002969059,0.0001185046,0.003145565,0.01652016,0.03045614],"study_design_scores_gemma":[0.000418961,0.00001922145,0.9341348,0.0002360139,0.0002699432,0.000001488301,0.001983596,0.00009161258,0.0002837153,0.01547727,0.04692264,0.0001607675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7651025,0.005358289,0.008492058,0.10547,0.0009432793,0.001824275,0.000115683,0.0002895915,0.1124044],"genre_scores_gemma":[0.9913262,0.0003210061,0.0006917028,0.0001014657,0.0004049232,0.00001533395,0.000002262933,0.000007631413,0.007129509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2262237,"threshold_uncertainty_score":0.5988218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03998292825743829,"score_gpt":0.4061303275800512,"score_spread":0.366147399322613,"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."}}