{"id":"W6964063018","doi":"10.25384/sage.c.4093919.v1","title":"Cognitive impairment and clinical characteristics in patients with chronic obstructive pulmonary disease","year":2017,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Depression (economics); Pulmonary disease; Anxiety; Beck Depression Inventory; Obstructive lung disease; Checklist; Neuropsychology; Quality of life (healthcare)","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":[0.0006353402,0.0003267045,0.0005260524,0.001212337,0.0005731974,0.0007163243,0.0003012467,0.0007310417,0.001079333],"category_scores_gemma":[0.003514173,0.0001904335,0.0004346539,0.001115272,0.0004008137,0.0005663907,0.0005136254,0.0007714417,0.0002095096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003029107,"about_ca_system_score_gemma":0.0002921163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004796262,"about_ca_topic_score_gemma":0.004621132,"domain_scores_codex":[0.9995537,0.00009699394,0.00006644906,0.00008175439,0.0001058809,0.00009504573],"domain_scores_gemma":[0.9985065,0.0003209801,0.0005332886,0.00005244665,0.0001447879,0.0004420439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009428807,0.00004385367,0.9990817,0.000006762551,0.00002369906,0.00007889243,0.00004393044,0.00001948974,0.00004993557,0.000006200525,0.0000311086,0.0005200702],"study_design_scores_gemma":[0.000006251713,0.00009556623,0.9994239,0.000003100864,0.00001015185,0.0002358809,0.00009291785,0.0000674263,0.000009086635,0.00001310864,0.00004065878,0.000002082477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.999011,0.0003353966,0.00002368161,0.00005680457,0.000008005326,0.000006719958,0.00009790923,0.000001473391,0.0004589793],"genre_scores_gemma":[0.999668,0.00005829932,0.00002018473,0.00003352411,0.00001679658,0.000004712143,0.0001398404,4.723875e-7,0.00005812001],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004796262,"threshold_uncertainty_score":0.009536684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04190636084283399,"score_gpt":0.347214774201084,"score_spread":0.30530841335825,"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."}}