{"id":"W1981204537","doi":"10.1371/journal.pone.0102468","title":"Cognitive Impairment in Chronic Obstructive Pulmonary Disease","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Montreal Cognitive Assessment; Medicine; Internal medicine; Erythrocyte sedimentation rate; Exacerbation; Cognition; Pulmonary rehabilitation; Physical therapy; Pulmonary disease; Dementia; 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":[0.000542468,0.0004952188,0.0005152689,0.0008786455,0.0005163057,0.0004500978,0.0002955514,0.0003770715,0.001417006],"category_scores_gemma":[0.001494024,0.00007526637,0.0004015476,0.000805281,0.0002629785,0.0002057095,0.0004618101,0.0005296912,0.0001739514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000430626,"about_ca_system_score_gemma":0.0004654357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005870604,"about_ca_topic_score_gemma":0.004904482,"domain_scores_codex":[0.9996789,0.00007397386,0.00004004349,0.00004516971,0.0001011485,0.00006078237],"domain_scores_gemma":[0.9992685,0.0001172068,0.0003096287,0.0000178996,0.0001281745,0.0001586365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002712691,0.0002435668,0.9845664,0.0001997939,0.0001330375,0.0003627447,0.0001258084,0.0001063333,0.0002656428,0.00003143066,0.0005896141,0.01310433],"study_design_scores_gemma":[0.000007674515,0.0001665793,0.9987797,0.00003356739,0.00003802562,0.00045766,0.00004172985,0.00008484878,0.00003070846,0.00005094897,0.0003056286,0.000002939462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860509,0.008602719,0.0001154348,0.0004790767,0.0000597272,0.00005922895,0.0007062242,0.000014633,0.003912012],"genre_scores_gemma":[0.9981976,0.0009843276,0.00009220334,0.0001031061,0.00006645206,0.00001853802,0.0003011459,9.091975e-7,0.0002357611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005870604,"threshold_uncertainty_score":0.01167285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02917218949707575,"score_gpt":0.2797569950914131,"score_spread":0.2505848055943373,"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."}}