{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314591,0.0002517548,0.0002739655,0.001168221,0.000587651,0.0007533937,0.0004128552,0.001185916,0.003655254],"category_scores_gemma":[0.009985239,0.0003151739,0.0006923411,0.001064065,0.00046683,0.0005243347,0.0004429712,0.001707867,0.0002954004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002011161,"about_ca_system_score_gemma":0.0004544823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003472382,"about_ca_topic_score_gemma":0.003616044,"domain_scores_codex":[0.9987065,0.0006420626,0.0001923145,0.0001361114,0.0001911486,0.0001319256],"domain_scores_gemma":[0.9878028,0.007046371,0.002935604,0.0006082794,0.0008036927,0.0008032329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006485937,0.00005793091,0.9988301,0.00001222561,0.00004719525,0.0001010624,0.00006739814,0.00001775636,0.00007771584,0.00001730883,0.00003903302,0.0006673752],"study_design_scores_gemma":[0.000003925084,0.0002062386,0.9983928,0.00001266243,0.00005072947,0.0005178071,0.0004411896,0.0001693224,0.00003996159,0.00002637522,0.0001342312,0.000004784973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974347,0.0004228538,0.0001415133,0.0001968927,0.00004303496,0.000008702578,0.0002268489,0.000004275643,0.001521248],"genre_scores_gemma":[0.9992086,0.0001311839,0.0001326696,0.0000401802,0.00004213592,0.000005818509,0.00009836402,0.000001028042,0.000340001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003655254,"threshold_uncertainty_score":0.01222807,"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."}}