{"id":"W2009893254","doi":"10.1016/s0168-8227(01)00317-5","title":"Pedometer-determined ambulatory activity in individuals with type 2 diabetes","year":2002,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diabetes Management and Research","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lawson Health Research Institute; University of Waterloo; University of Alberta; St Joseph's Health Centre; Western University","funders":"","keywords":"Medicine; Pedometer; Ambulatory; Obesity; Type 2 diabetes; Population; Psychological intervention; Physical therapy; Diabetes mellitus; Analysis of variance; Physical activity; Internal medicine; Gerontology; Endocrinology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006896019,0.000236425,0.0006258154,0.0006077115,0.0001861068,0.0002163616,0.0002764961,0.0002339203,0.0004860176],"category_scores_gemma":[0.01159179,0.000175944,0.00008448793,0.001416483,0.0009217423,0.0007774034,0.0003983623,0.001959749,0.0003330483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006581083,"about_ca_system_score_gemma":0.00008511609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001201883,"about_ca_topic_score_gemma":0.00000988698,"domain_scores_codex":[0.9949349,0.001102242,0.0005119801,0.0007541409,0.001425865,0.001270887],"domain_scores_gemma":[0.9896727,0.008378956,0.0001311005,0.0006367456,0.000561376,0.0006191477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003023564,0.003392482,0.8785117,0.0002372997,0.0003713569,0.0001102125,0.0000618446,3.620244e-7,0.0004050633,0.00005012499,0.004610875,0.1119463],"study_design_scores_gemma":[0.006264227,0.01616753,0.8780757,0.0003877289,0.0001955379,0.000002537174,0.0002733701,0.003287164,0.0005176215,0.0003599222,0.09399926,0.000469359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715184,0.001372718,8.867693e-7,0.004561763,0.00009218511,0.000882491,0.000004786977,0.00005363124,0.02151313],"genre_scores_gemma":[0.9926653,0.001254051,0.0007237015,0.0006405291,0.0002435683,0.00006291587,0.00001111954,0.00004545839,0.00435339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.111477,"threshold_uncertainty_score":0.996734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462936047925111,"score_gpt":0.4568702967529314,"score_spread":0.3105766919604203,"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."}}