{"id":"W2139302805","doi":"10.1136/thx.2009.127621","title":"Effects of written action plan adherence on COPD exacerbation recovery","year":2010,"lang":"en","type":"article","venue":"Thorax","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Radboud Universiteit; ZonMw","keywords":"Medicine; Exacerbation; Prednisone; COPD; Bronchodilator; Medical prescription; Comorbidity; Prospective cohort study; Internal medicine; Physical therapy; Pediatrics; Intensive care medicine; Asthma; Pharmacology","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":[0.01177726,0.0003515198,0.0007467192,0.0003709446,0.0003015927,0.0006912322,0.0004116232,0.0009827899,0.002657172],"category_scores_gemma":[0.03992201,0.0001905247,0.001370789,0.0004378573,0.0003988907,0.0004956952,0.0006954246,0.001387041,0.0001737554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004328687,"about_ca_system_score_gemma":0.0009031894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009082279,"about_ca_topic_score_gemma":0.0007377294,"domain_scores_codex":[0.9872785,0.008379198,0.001390612,0.0005707369,0.001779143,0.0006017628],"domain_scores_gemma":[0.958383,0.02661382,0.01118482,0.001286421,0.0008070103,0.001724961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1154172,0.02697831,0.3388456,0.004350129,0.005534508,0.0002442767,0.001232273,0.004134536,0.001877523,0.0003368203,0.001601731,0.4994471],"study_design_scores_gemma":[0.01819944,0.1452254,0.8226985,0.001522545,0.002980541,0.0002775598,0.0003241349,0.004039123,0.00143254,0.0005816717,0.002647806,0.00007064177],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932167,0.003469006,0.0005334967,0.0006567804,0.0001111915,0.0004673826,0.0001673581,0.00002684419,0.001351281],"genre_scores_gemma":[0.997309,0.0006799382,0.0009117366,0.000230713,0.00007379181,0.0004427992,0.0001403697,0.000003766587,0.0002078618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01177726,"threshold_uncertainty_score":0.06228489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261313854850387,"score_gpt":0.319497881116783,"score_spread":0.2933664956317443,"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."}}