{"id":"W2904907383","doi":"10.2147/cia.s185981","title":"COPD patients hospitalized with exacerbations have greater cognitive impairment than patients hospitalized with decompensated heart failure","year":2018,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; COPD; Heart failure; Acute decompensated heart failure; Cognitive impairment; Internal medicine; Intensive care medicine; Exacerbation; Emergency medicine; Pediatrics; Disease","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":[0.0003592534,0.0003535803,0.0004965646,0.0006871115,0.0005250158,0.0007175301,0.0001939114,0.0006128174,0.003582767],"category_scores_gemma":[0.002095194,0.0001652287,0.0004691712,0.0004863043,0.0002236845,0.0005215863,0.0004503512,0.0005452468,0.0004177528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432169,"about_ca_system_score_gemma":0.0002230048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003335509,"about_ca_topic_score_gemma":0.005203915,"domain_scores_codex":[0.9997281,0.00004866239,0.00004348797,0.00005091382,0.00006336273,0.00006531688],"domain_scores_gemma":[0.9990162,0.0001568881,0.0003941159,0.00003704797,0.00009201716,0.0003037929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002112147,0.00005482974,0.997978,0.00001085225,0.00005256487,0.00007882166,0.0000884608,0.00001439337,0.0001969718,0.000006794,0.00007266906,0.001234298],"study_design_scores_gemma":[0.000008080325,0.00008317766,0.9994486,0.000004357255,0.00001249565,0.000207476,0.0001255632,0.00003649474,0.0000169159,0.00001206827,0.00004287475,0.000001785259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993036,0.0001737664,0.00001880164,0.0000476349,0.000009370096,0.000005240945,0.00008997381,0.000001448373,0.0003500663],"genre_scores_gemma":[0.9995334,0.00006489712,0.00002614101,0.0000682955,0.00002337558,0.000004463243,0.0001855086,6.74052e-7,0.00009335655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003582767,"threshold_uncertainty_score":0.0119856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03955645871667084,"score_gpt":0.3803624857279406,"score_spread":0.3408060270112698,"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."}}