{"id":"W7161973619","doi":"10.82308/22696","title":"Optimizing physical activity and work participation in individuals with chronic obstructive pulmonary disease","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Pulmonary rehabilitation; Quality of life (healthcare); Randomized controlled trial; Rehabilitation; Intervention (counseling); Pulmonary disease; Physical exercise; Physical activity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001886994,0.0001836157,0.00033184,0.0003344753,0.0004775918,0.0005135177,0.0003339505,0.000619748,0.001038651],"category_scores_gemma":[0.00497271,0.0001008518,0.000379823,0.000267618,0.000224753,0.0002369836,0.0005699532,0.0004966566,0.0001955615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003358249,"about_ca_system_score_gemma":0.0009754047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00161788,"about_ca_topic_score_gemma":0.002773063,"domain_scores_codex":[0.9987367,0.0006858355,0.00008481106,0.00009621651,0.0002525203,0.000144043],"domain_scores_gemma":[0.9989746,0.0005431842,0.0001316342,0.00003615762,0.00009344219,0.0002211004],"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":[0.00183993,0.01959458,0.3418975,0.001980389,0.0002792501,0.0002379472,0.009082309,0.001906373,0.005322247,0.000382291,0.003545692,0.6139315],"study_design_scores_gemma":[0.000605768,0.01171211,0.970157,0.0004957624,0.0001967482,0.0002508723,0.003570364,0.001956446,0.001599573,0.0004712188,0.008945715,0.00003849093],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994335,0.001111527,0.0003510679,0.0008176594,0.00002618193,0.0002058475,0.00005727999,0.00001546094,0.003079987],"genre_scores_gemma":[0.9959373,0.001076855,0.001913217,0.0002494015,0.00002405869,0.0002613388,0.000061397,0.00000263382,0.0004736793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001886994,"threshold_uncertainty_score":0.009979486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287975868154138,"score_gpt":0.3399489227345598,"score_spread":0.3170691640530184,"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."}}