{"id":"W2112801723","doi":"10.1177/1753465810382818","title":"The impact of psychological distress on exacerbation rates in COPD","year":2010,"lang":"en","type":"review","venue":"Therapeutic Advances in Respiratory Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Anxiety; Exacerbation; PsycINFO; COPD; Depression (economics); MEDLINE; Distress; Clinical psychology; Psychological distress; Intensive care medicine; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006177577,0.0006304839,0.001511527,0.0003992986,0.00009922415,0.00003193004,0.0006132307,0.0003159567,0.0002258133],"category_scores_gemma":[0.0003336797,0.0003659269,0.000723343,0.0007751464,0.0009120243,0.000164915,0.00009725093,0.001445603,0.00004499238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008528923,"about_ca_system_score_gemma":0.0008119373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007347443,"about_ca_topic_score_gemma":0.00002189694,"domain_scores_codex":[0.9959136,0.0008752149,0.00105358,0.0008068407,0.0006899779,0.0006608277],"domain_scores_gemma":[0.9965767,0.001064615,0.00048447,0.001333745,0.0001102084,0.0004303097],"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":[0.001347976,0.001019588,0.005630952,0.004641964,0.00006097871,0.0001821184,0.00001317428,0.00004218844,0.000003335181,0.0003868411,0.0000233878,0.9866475],"study_design_scores_gemma":[0.00279506,0.0006881073,0.159756,0.01069184,0.0003796901,0.000007864949,0.00005054333,0.00009525002,0.000002334718,0.002147148,0.8227367,0.0006494145],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008990001,0.9869646,0.000004382728,0.00002982727,0.0001898286,0.002505149,0.0002770369,0.00003158635,0.001007603],"genre_scores_gemma":[0.02300231,0.9757682,0.000005673357,0.00007726784,0.000196826,0.0006268647,0.0001172265,0.00008544438,0.0001201887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9859981,"threshold_uncertainty_score":0.9998792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07204406549823535,"score_gpt":0.46507652019429,"score_spread":0.3930324546960546,"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."}}