{"id":"W2587791251","doi":"10.2147/copd.s123994","title":"Recognition, diagnosis, and treatment of cognitive and psychiatric disorders in patients with COPD","year":2017,"lang":"en","type":"review","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"Mylan","keywords":"COPD; Medicine; Anxiety; Depression (economics); Mood disorders; Psychiatry; Mood; Cognition; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007056674,0.000491174,0.001263258,0.001724624,0.000263565,0.000697553,0.0006636673,0.001007176,0.001702623],"category_scores_gemma":[0.00207058,0.0001722395,0.0008290167,0.001222682,0.000295122,0.0006221748,0.0004978473,0.001124571,0.000491333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003876017,"about_ca_system_score_gemma":0.0012259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214024,"about_ca_topic_score_gemma":0.004485226,"domain_scores_codex":[0.9995987,0.0001002671,0.00009997033,0.00004844855,0.0001261007,0.00002652004],"domain_scores_gemma":[0.9993875,0.0003903487,0.0001000209,0.00001101531,0.0000828978,0.00002809192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004540609,0.00006041771,0.0006700134,0.04328112,0.0002143942,0.0001862085,0.0001065196,0.000138103,0.0003307596,0.0005917834,0.00950893,0.9448664],"study_design_scores_gemma":[0.00009090822,0.0003773251,0.01987951,0.1149155,0.001868185,0.00954001,0.0005460385,0.0002578838,0.0006384954,0.002771604,0.8490486,0.00006595466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000141637,0.9992974,0.00002895921,0.0001622165,0.00005597739,0.000004839824,0.00001035774,0.000001971652,0.0002965966],"genre_scores_gemma":[0.0009940127,0.9986431,0.0001045911,0.00009744707,0.00006495796,0.000006406164,0.00001555292,4.483324e-7,0.00007344875],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00214024,"threshold_uncertainty_score":0.005695879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04134520082520046,"score_gpt":0.3721351462971918,"score_spread":0.3307899454719914,"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."}}