{"id":"W2619146610","doi":"10.1177/1479972317709651","title":"Cognitive impairment and clinical characteristics in patients with chronic obstructive pulmonary disease","year":2017,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Depression (economics); Pulmonary rehabilitation; Physical therapy; Hospital Anxiety and Depression Scale; Internal medicine; Anxiety; Quality of life (healthcare); Beck Depression Inventory; Pulmonary disease; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006653173,0.0003269241,0.0005344241,0.001246039,0.0006051721,0.0007436224,0.0003039,0.0007658639,0.001214765],"category_scores_gemma":[0.003507861,0.0002064351,0.0004523068,0.001146015,0.0004211931,0.0006202048,0.0005388712,0.0007890592,0.0002263338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003144233,"about_ca_system_score_gemma":0.0002926599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00433691,"about_ca_topic_score_gemma":0.004287147,"domain_scores_codex":[0.9995209,0.0001064654,0.00007077827,0.00008521694,0.0001106662,0.0001059982],"domain_scores_gemma":[0.9984943,0.0003370252,0.0005336367,0.00005414809,0.000144884,0.0004360324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001108748,0.00005195787,0.9990446,0.000007071706,0.00002507716,0.00009010761,0.00004639621,0.0000204742,0.00006018643,0.000006439777,0.00003085162,0.0005059057],"study_design_scores_gemma":[0.00000643681,0.0001037642,0.9994036,0.000002902864,0.00001024051,0.0002424139,0.00009672768,0.00006771924,0.000009775971,0.00001317645,0.00004106878,0.000002147981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990845,0.0002812005,0.00002458324,0.00005227701,0.000007657495,0.0000069121,0.00009536148,0.000001347618,0.0004463039],"genre_scores_gemma":[0.9996852,0.00005127474,0.00001973959,0.00003236819,0.00001661652,0.000005010064,0.0001282268,4.701018e-7,0.00006117493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00433691,"threshold_uncertainty_score":0.008623362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479206343296276,"score_gpt":0.3274793914175965,"score_spread":0.3026873279846338,"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."}}