{"id":"W2113320108","doi":"10.1186/1471-2466-13-50","title":"Facilitating education in pulmonary rehabilitation using the Living Well with COPD programme for pulmonary rehabilitation: a process evaluation","year":2013,"lang":"en","type":"article","venue":"BMC Pulmonary Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Public Health Agency; McGill University Health Centre; McGill University","keywords":"Pulmonary rehabilitation; Medicine; COPD; Rehabilitation; Attendance; Physical therapy; Focus group; Guideline; Family medicine; 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":[0.004263569,0.0006632307,0.0008494248,0.0008183277,0.000500243,0.00006602665,0.0004247158,0.0002535332,0.0007281376],"category_scores_gemma":[0.007352787,0.0004717516,0.0002164495,0.001898881,0.001136368,0.00113697,0.0001147587,0.0006844311,0.00004081651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001801076,"about_ca_system_score_gemma":0.003734961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490131,"about_ca_topic_score_gemma":0.0001530403,"domain_scores_codex":[0.9928648,0.0009860919,0.001408954,0.001428603,0.002154895,0.001156582],"domain_scores_gemma":[0.9893425,0.005829105,0.0005121054,0.001149153,0.002659169,0.0005080217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002366415,0.0038419,0.6841075,0.01084025,0.0001112917,0.00004557628,0.006679795,0.00211513,0.005322052,0.0003024303,0.000638984,0.2836286],"study_design_scores_gemma":[0.001722831,0.001245171,0.5966015,0.004002795,0.0003292788,0.0005020536,0.08485231,0.305831,0.00001762391,0.003731808,0.0006663617,0.0004972382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618682,0.004643208,0.001060137,0.008030584,0.0003563016,0.01917997,0.0000217782,0.000171229,0.004668579],"genre_scores_gemma":[0.974299,0.00002315188,0.01447248,0.0002752397,0.000873122,0.008400348,0.0004868954,0.0001415977,0.001028175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3037159,"threshold_uncertainty_score":0.9997734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677330192233121,"score_gpt":0.3559568314436547,"score_spread":0.3191835295213235,"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."}}