{"id":"W2972903336","doi":"10.1007/s40271-019-00386-7","title":"COPD-Specific Self-Management Support Provided by Trained Educators in Everyday Practice is Associated with Improved Quality of Life, Health-Directed Behaviors, and Skill and Technique Acquisition: A Convergent Embedded Mixed-Methods Study","year":2019,"lang":"en","type":"article","venue":"Patient","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quebec Rehabilitation Research Network; McGill University; McGill University Health Centre; The Quebec Population Health Research Network; Université Laval","funders":"","keywords":"COPD; Medicine; Quality of life (healthcare); Self-management; Continuing medical education; Pulmonary disease; Physical therapy; Everyday life; Family medicine; Continuing education; Nursing; Medical education; Internal 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":[0.004383731,0.0004043602,0.0008549999,0.0005518082,0.0008488254,0.001204581,0.0007695316,0.001204992,0.001469486],"category_scores_gemma":[0.009238087,0.0005427693,0.0009007707,0.0004833628,0.0006618293,0.0007808119,0.0009953694,0.0009293486,0.0002344248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007047175,"about_ca_system_score_gemma":0.00115254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002163019,"about_ca_topic_score_gemma":0.004108027,"domain_scores_codex":[0.9971471,0.001416805,0.0003058839,0.0003692998,0.00050722,0.000253673],"domain_scores_gemma":[0.9933099,0.003409418,0.001588141,0.000473057,0.0005500331,0.0006694838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.02132831,0.06226732,0.8577401,0.001142254,0.002742382,0.0001108341,0.008859185,0.0003254901,0.002029163,0.0002011949,0.0003341535,0.04291957],"study_design_scores_gemma":[0.002573335,0.02750418,0.9631189,0.0002941897,0.0009559244,0.00008590223,0.003158938,0.001006937,0.0007037069,0.0001063208,0.000442997,0.00004885524],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995869,0.00008009531,0.00004161064,0.0000165988,0.000005591961,0.00007990686,0.00002957834,0.000001257677,0.0001584356],"genre_scores_gemma":[0.9989392,0.00009296744,0.0004110892,0.00004954888,0.0000108966,0.0002211826,0.00006698211,0.000001443244,0.0002065801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004383731,"threshold_uncertainty_score":0.02318364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01149726343146371,"score_gpt":0.347826767640002,"score_spread":0.3363295042085382,"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."}}