{"id":"W2330210360","doi":"10.1177/2150129712461506","title":"Assessing a Population-Based Approach to Asthma and COPD Education","year":2012,"lang":"en","type":"article","venue":"Journal of Asthma & Allergy Educators","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Multiple Sclerosis Society of Canada; McMaster University; University of Waterloo","funders":"","keywords":"Medicine; COPD; Asthma; Population; Pharmacy; Patient education; Quality of life (healthcare); Disease; Family medicine; Respiratory disease; Health education; Public health; Disease management; Physical therapy; Internal medicine; Environmental health; Lung; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009765304,0.0003436921,0.0003812948,0.002114824,0.002202275,0.001618962,0.001012695,0.0009397822,0.002178722],"category_scores_gemma":[0.01498068,0.0004454767,0.0006640216,0.001658043,0.0007632548,0.001239684,0.002341388,0.001584152,0.0004083949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006879297,"about_ca_system_score_gemma":0.01233128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0774854,"about_ca_topic_score_gemma":0.1516868,"domain_scores_codex":[0.9916722,0.003692583,0.0007203516,0.0004521371,0.00238393,0.001078813],"domain_scores_gemma":[0.994544,0.00111633,0.0009565325,0.0002969106,0.001662769,0.001423456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001457192,0.006203967,0.9221191,0.0002395417,0.0001327122,0.0001744479,0.01383241,0.000508945,0.0005309156,0.0004051622,0.002283881,0.05342308],"study_design_scores_gemma":[0.00011223,0.002415729,0.9828499,0.00007621,0.0000560519,0.00009570726,0.009315033,0.0006283448,0.0002922417,0.0001981607,0.003937836,0.00002254068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884367,0.0001442694,0.0006619141,0.001247575,0.00003064727,0.003485863,0.0005310974,0.00003718895,0.005424761],"genre_scores_gemma":[0.9896472,0.0002517794,0.00438602,0.0005803382,0.00002260213,0.003376462,0.0004398353,0.000004604628,0.001291094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0774854,"threshold_uncertainty_score":0.1540688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023900589374645,"score_gpt":0.3290784906006327,"score_spread":0.3088394847068862,"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."}}