{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001029109,0.0002183756,0.0002801697,0.0003014677,0.00007513294,0.00001489594,0.00007436625,0.0001139401,0.0003251767],"category_scores_gemma":[0.0002165051,0.0001357607,0.00007201799,0.000399514,0.0001832484,0.000226183,0.00005365867,0.0002334026,0.00008038578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005627,"about_ca_system_score_gemma":0.0008603577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005498742,"about_ca_topic_score_gemma":0.0002141123,"domain_scores_codex":[0.99827,0.0001136811,0.0002056357,0.0004515958,0.0005300374,0.0004290229],"domain_scores_gemma":[0.9987927,0.0001631814,0.00006444423,0.0002869222,0.0004234101,0.0002693502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009639334,0.00005212049,0.9562826,0.0003322085,0.00006025726,0.0002749726,0.0007550532,0.000001576837,0.01616704,0.00003464178,0.00006410333,0.02501146],"study_design_scores_gemma":[0.003664713,0.0004868689,0.9698774,0.0008759563,0.00007309314,0.000004857603,0.006998379,6.375057e-7,0.01576644,0.00001248954,0.002040828,0.0001982975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993639,0.00194795,0.0000296687,0.00004156754,0.00007322749,0.000648924,0.00005763305,0.00007703834,0.003484989],"genre_scores_gemma":[0.9992656,0.000006823494,0.000004389808,0.0002980888,0.0001306533,0.00005699017,0.00001857196,0.00004572765,0.000173188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02481316,"threshold_uncertainty_score":0.5536161,"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."}}