{"id":"W2808845897","doi":"10.1097/spc.0000000000000351","title":"Positive airway pressure devices for the management of breathlessness","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"National Institute for Health and Care Research","keywords":"Medicine; COPD; Respiratory system; Intensive care medicine; Airway; Positive airway pressure; Respiratory physiology; Continuous positive airway pressure; Respiratory failure; Cardiology; Internal medicine; Anesthesia","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":[0.0005636835,0.0008586784,0.001288143,0.00203902,0.0002770971,0.0009853889,0.0009054465,0.00125172,0.006517184],"category_scores_gemma":[0.001588467,0.0001980472,0.0009747721,0.001139903,0.0003997548,0.001023573,0.0007343506,0.001728302,0.002470882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000316913,"about_ca_system_score_gemma":0.0009512845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005753595,"about_ca_topic_score_gemma":0.0008065515,"domain_scores_codex":[0.9995713,0.00007580066,0.00008783441,0.00006512774,0.0001716259,0.00002836783],"domain_scores_gemma":[0.9994325,0.0003108776,0.0001135959,0.00001394102,0.0001019219,0.00002722121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006216799,0.00006862632,0.000191791,0.04831391,0.0001507311,0.000190187,0.00007522427,0.0001839887,0.001085612,0.001949281,0.02132735,0.9264012],"study_design_scores_gemma":[0.0000440816,0.0001600911,0.001704223,0.02714163,0.0003825946,0.003470888,0.0001062117,0.0001276966,0.0005908153,0.001597621,0.9646452,0.0000289268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009092398,0.9984981,0.00009064156,0.0002190671,0.0002475342,0.00001154457,0.00002106462,0.000007400683,0.0008136922],"genre_scores_gemma":[0.001068516,0.9977139,0.0002255571,0.0002718479,0.0002757105,0.0000188929,0.00003437405,0.000002474294,0.0003887957],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006517184,"threshold_uncertainty_score":0.02180213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109220249085955,"score_gpt":0.4392312977390924,"score_spread":0.3300110486531374,"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."}}