{"id":"W2080408165","doi":"10.2337/diacare.28.6.1503","title":"Measuring Habitual Walking Speed of People With Type 2 Diabetes","year":2005,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Physical Activity and Health","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Pedometer; Medicine; Type 2 diabetes; Heart rate; Diabetes mellitus; Physical therapy; Aerobic exercise; Preferred walking speed; Physical activity; Heart rate monitor; Waist; Physical fitness; Physical medicine and rehabilitation; Blood pressure; Obesity; Internal medicine; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.00006358516,0.0001174918,0.0003965422,0.00005841198,0.00005467757,0.000007583734,0.00006136166,0.00005131626,0.00004349934],"category_scores_gemma":[0.00006462671,0.00009290333,0.00005970187,0.000217833,0.00004330174,0.0001097167,0.00002905697,0.0001725095,0.00005925976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006929412,"about_ca_system_score_gemma":0.00008027745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001044909,"about_ca_topic_score_gemma":0.00007319458,"domain_scores_codex":[0.9990996,0.0000225062,0.0001368195,0.0001747723,0.0002527987,0.0003134891],"domain_scores_gemma":[0.9993533,0.00008778748,0.00006264056,0.0001978544,0.0001735748,0.0001248191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004702206,0.0002270524,0.9300274,0.000761334,0.00007127913,0.000001122276,0.00452924,0.00003447807,0.04408197,0.00004813336,0.0001168141,0.02005417],"study_design_scores_gemma":[0.001226157,0.001284556,0.7065087,0.0006217769,0.0001451806,6.592401e-7,0.001247906,0.0004376893,0.2871089,0.00004186895,0.001155291,0.0002213461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968364,0.0004692168,0.000001098276,0.0002644327,0.00004505204,0.0001689724,0.00001154774,0.00005391409,0.002149415],"genre_scores_gemma":[0.999032,0.000008772601,0.000356939,0.0002405831,0.0002787804,0.000003750031,0.00002978409,0.00002114831,0.00002821653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2430269,"threshold_uncertainty_score":0.3788488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243542944553147,"score_gpt":0.2531324091235116,"score_spread":0.2287781146681969,"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."}}