{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003861542,0.0006359016,0.0008651375,0.0002798839,0.0006004767,0.00018202,0.0004572288,0.0001685049,0.0003577379],"category_scores_gemma":[0.0008619396,0.0005561369,0.0002733285,0.0001723537,0.002176968,0.0006822016,0.0005952394,0.0008401896,0.0000960811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234696,"about_ca_system_score_gemma":0.005008793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002707404,"about_ca_topic_score_gemma":0.00002891534,"domain_scores_codex":[0.9952254,0.0002975405,0.0008740583,0.001500786,0.001033297,0.001068893],"domain_scores_gemma":[0.9943374,0.0001786107,0.0005155976,0.001747224,0.0004592523,0.002761961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008594366,0.001931276,0.9208323,0.001242409,0.0001753663,0.002701989,0.00002131839,0.00000248484,0.000004121184,0.00005645124,0.0000710489,0.06436692],"study_design_scores_gemma":[0.01328796,0.0008272449,0.9810291,0.001208777,0.00056911,0.000003854025,0.00003317977,0.0008352507,0.000004026811,0.00008603091,0.001512504,0.0006029799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909419,0.003995045,0.00001125938,0.000298338,0.0002691959,0.003119925,0.0008656509,0.00007683131,0.0004218963],"genre_scores_gemma":[0.9975836,0.0002098284,0.0000157931,0.000318916,0.000853622,0.0003155101,0.0003175756,0.0001229898,0.0002622147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06376394,"threshold_uncertainty_score":0.999689,"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."}}