{"id":"W2321301678","doi":"10.1177/1479972315619574","title":"Walk2Bactive","year":2015,"lang":"en","type":"article","venue":"Chronic Respiratory Disease","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"Canada Research Chairs","keywords":"Medicine; Physical therapy; Physical activity; Quality of life (healthcare); Pulmonary rehabilitation; Internal medicine; COPD; Rehabilitation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000642196,0.001104852,0.0007497847,0.002077278,0.001463732,0.003906872,0.001810951,0.001479515,0.7348024],"category_scores_gemma":[0.002227917,0.0004454167,0.0007523674,0.00179777,0.0003950124,0.002132199,0.004115814,0.001170804,0.5716417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005043951,"about_ca_system_score_gemma":0.0008528547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00250612,"about_ca_topic_score_gemma":0.005028051,"domain_scores_codex":[0.9992223,0.0001325414,0.00006377176,0.0001574867,0.0002846731,0.0001392854],"domain_scores_gemma":[0.9988481,0.0001445039,0.0000687256,0.0002744099,0.0003717419,0.000292569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005067412,0.0004338958,0.002677588,0.0007587713,0.00003994455,0.0004029239,0.0003537238,0.0001760254,0.002896036,0.007588179,0.5459092,0.438257],"study_design_scores_gemma":[0.00004855061,0.00008180551,0.001812156,0.000126626,0.00001289913,0.0002261536,0.0001135522,0.000199435,0.0004559474,0.001195892,0.9957095,0.00001733894],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006205133,0.001194456,0.007935506,0.001098739,0.002307984,0.0005384646,0.01198439,0.01099213,0.9577432],"genre_scores_gemma":[0.02560827,0.001115438,0.007239854,0.001685562,0.0004927763,0.0005076512,0.01935818,0.003557725,0.9404344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7348024,"threshold_uncertainty_score":0.3782722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05211758268429145,"score_gpt":0.3346473436854367,"score_spread":0.2825297610011453,"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."}}