{"id":"W2886123139","doi":"10.1371/journal.pone.0199736","title":"Screening for neuropsychological impairment in COPD patients undergoing rehabilitation","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Anxiety; Hospital Anxiety and Depression Scale; Medicine; Geriatric Depression Scale; Depression (economics); Neuropsychology; Internal medicine; Trail Making Test; Memory span; Physical therapy; COPD; Beck Depression Inventory; Cognition; Psychiatry; Cognitive impairment; Depressive symptoms; Working memory","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":[0.000546271,0.0003021692,0.0003699386,0.000775728,0.0003932802,0.0004398861,0.0003004103,0.0005428489,0.001297577],"category_scores_gemma":[0.001611251,0.0001448941,0.0003624949,0.0005759863,0.0002013066,0.0002575284,0.0003699503,0.0003875903,0.0002448558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002703629,"about_ca_system_score_gemma":0.0003576671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00290756,"about_ca_topic_score_gemma":0.004075488,"domain_scores_codex":[0.9996287,0.0001076135,0.00006144042,0.00005463624,0.00006864838,0.00007899918],"domain_scores_gemma":[0.9995089,0.000075297,0.0001965483,0.00001531972,0.00006642473,0.0001374977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008991232,0.00009495094,0.9975318,0.00001950941,0.00001348545,0.0001293677,0.00005632942,0.00001975364,0.0001106158,0.000003488617,0.00007005298,0.001860654],"study_design_scores_gemma":[0.00001002702,0.0003433919,0.9988855,0.00001673974,0.00001138385,0.0004117576,0.0001025012,0.00008485509,0.00003528052,0.00001143361,0.00008433819,0.000002925554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987611,0.0004686072,0.00002808186,0.00004972037,0.000006479748,0.00002679656,0.0001421525,0.000002539259,0.0005146211],"genre_scores_gemma":[0.999562,0.0001247051,0.00005393429,0.00003430598,0.000007255788,0.0000149323,0.0001225586,3.154847e-7,0.00008005963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00290756,"threshold_uncertainty_score":0.005781293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05356026167819033,"score_gpt":0.3199413524123979,"score_spread":0.2663810907342075,"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."}}