{"id":"W3183495231","doi":"10.36416/1806-3756/e20200612","title":"Sleep quality and architecture in COPD: the relationship with lung function abnormalities","year":2021,"lang":"en","type":"article","venue":"Jornal Brasileiro de Pneumologia","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Medicine; COPD; Spirometry; Polysomnography; Internal medicine; Obstructive sleep apnea; Sleep apnea; Cardiology; Anesthesia; Plethysmograph; Pittsburgh Sleep Quality Index; Apnea–hypopnea index; Physical therapy; Apnea; Sleep quality; Asthma; Insomnia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006654952,0.0001887415,0.0002893174,0.0001269602,0.000192604,0.0000537217,0.0001010315,0.0001400712,0.0001855731],"category_scores_gemma":[0.0007832292,0.0001268866,0.00007312748,0.0004445404,0.0003394551,0.0001125518,0.0001028863,0.0009300514,0.000009516037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003198441,"about_ca_system_score_gemma":0.0003733023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001742786,"about_ca_topic_score_gemma":0.0003130684,"domain_scores_codex":[0.9978968,0.0005575529,0.0003105459,0.0003841243,0.0004313476,0.0004196625],"domain_scores_gemma":[0.9981223,0.001081265,0.00009209952,0.0003911316,0.0001355385,0.0001776297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007132509,0.00009991751,0.9909806,0.0003191401,0.00006479945,0.0005367168,0.0003180353,0.0001577835,0.0009001722,0.003848149,0.0001209642,0.001940498],"study_design_scores_gemma":[0.001132827,0.0001036292,0.9933029,0.0000922792,0.00007188036,0.001220329,0.0009449186,0.0003236136,0.0001228689,0.002369297,0.0001717001,0.0001437198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898646,0.001768992,0.0009444665,0.004487482,0.00006957603,0.0003743071,0.00002507558,0.00004941646,0.0024161],"genre_scores_gemma":[0.997424,0.0000210168,0.000428643,0.0008821822,0.0001424211,0.00006016491,0.00004935647,0.00002225794,0.0009699274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007559446,"threshold_uncertainty_score":0.5174283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03559753860587096,"score_gpt":0.317510659494618,"score_spread":0.281913120888747,"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."}}