{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002028058,0.0006688493,0.002477997,0.003227991,0.0002127731,0.001158718,0.0009172117,0.001057411,0.002306063],"category_scores_gemma":[0.006824162,0.0002911746,0.001477582,0.003807438,0.0003612412,0.0009004707,0.0005696722,0.0008400009,0.0002922832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008163281,"about_ca_system_score_gemma":0.00145284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002386287,"about_ca_topic_score_gemma":0.003422575,"domain_scores_codex":[0.998645,0.0005358708,0.0002852328,0.00011547,0.0003750156,0.00004347119],"domain_scores_gemma":[0.9968941,0.002024919,0.0007149244,0.00002561432,0.0002715784,0.00006885961],"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":[0.0003648667,0.00007852301,0.004054622,0.2337901,0.002233455,0.000201119,0.0002720922,0.0001917179,0.0002733309,0.000607495,0.006636551,0.7512962],"study_design_scores_gemma":[0.0005513339,0.001292333,0.1363914,0.5338835,0.02291851,0.009024947,0.001598719,0.0005786546,0.0009649837,0.002615773,0.2900098,0.0001700728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002458933,0.9995375,0.000009118948,0.00006378768,0.00002578962,0.000003976694,0.00001044252,7.482976e-7,0.0001028176],"genre_scores_gemma":[0.003808694,0.9959571,0.00006268877,0.0000618077,0.00004142385,0.00001133535,0.00001693087,4.0454e-7,0.000039701],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003227991,"threshold_uncertainty_score":0.01072556,"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."}}