{"id":"W2327891124","doi":"10.4187/respcare.04403","title":"Factors Influencing Cognitive Function in Subjects With COPD","year":2016,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; COPD; Medicine; Confounding; Comorbidity; Cognition; Physical therapy; Body mass index; Pulmonary function testing; Internal medicine; Cognitive impairment; 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":[0.0004393106,0.0003061383,0.0003395079,0.0007188113,0.0004468626,0.000473076,0.0001741929,0.0003925578,0.001136132],"category_scores_gemma":[0.001808225,0.0001004979,0.0003237573,0.0007840556,0.0002535762,0.0002181435,0.0002182656,0.0004509182,0.0001839869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002372977,"about_ca_system_score_gemma":0.0003266335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004772334,"about_ca_topic_score_gemma":0.005185325,"domain_scores_codex":[0.9997355,0.00006430727,0.00003246427,0.00004031068,0.00007118425,0.00005631707],"domain_scores_gemma":[0.9992718,0.0001506171,0.0003125034,0.00002820489,0.0000980014,0.0001388256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008312967,0.00004079958,0.9983529,0.00001240347,0.00003034982,0.00008659036,0.00003662821,0.0000257253,0.0001517092,0.000007899342,0.00004442403,0.001127514],"study_design_scores_gemma":[0.000001599489,0.00005792491,0.9996328,0.000003063751,0.00001264707,0.0001463358,0.00003118212,0.00003996367,0.00001940611,0.00001217415,0.00004188069,0.000001001486],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982451,0.0007852655,0.00005659033,0.0000666867,0.00000868152,0.000009369155,0.0001706992,0.000003932424,0.0006536643],"genre_scores_gemma":[0.9995678,0.0001253093,0.00004216458,0.00002901302,0.0000150833,0.000004439425,0.0001271308,6.98609e-7,0.00008833368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004772334,"threshold_uncertainty_score":0.009489119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02892348012644761,"score_gpt":0.2921770902983744,"score_spread":0.2632536101719268,"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."}}