{"id":"W2942893201","doi":"10.2196/12973","title":"An Intervention for Changing Sedentary Behavior Among African Americans With Multiple Sclerosis: Protocol","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health; Multiple Sclerosis Society","keywords":"Multiple sclerosis; Odds; Sedentary behavior; Intervention (counseling); Medicine; Gerontology; Population; Physical disability; Physical therapy; Physical activity; Disease; Logistic regression; Psychiatry; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0168873,0.002902352,0.003470436,0.001628522,0.00654338,0.002426142,0.003242881,0.005438842,0.1036055],"category_scores_gemma":[0.01710558,0.002137825,0.003128292,0.001560891,0.002378781,0.002697241,0.003059633,0.008518573,0.01626055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0052065,"about_ca_system_score_gemma":0.02788534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00490559,"about_ca_topic_score_gemma":0.009910132,"domain_scores_codex":[0.9920523,0.003964653,0.001260813,0.0008501075,0.0007742363,0.001097861],"domain_scores_gemma":[0.9910975,0.002224021,0.001061851,0.001033159,0.002704687,0.001878943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.316629,0.1294484,0.006238306,0.04372058,0.001505508,0.001364005,0.00580176,0.006273453,0.00480806,0.0169254,0.1847785,0.282507],"study_design_scores_gemma":[0.5565102,0.07139516,0.02014442,0.01691591,0.001212803,0.0003581896,0.002635749,0.003994396,0.003415947,0.01407365,0.3088712,0.0004723317],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001568591,0.00007579193,0.0007931893,0.0002493623,0.0001259436,0.9945263,0.00122925,0.00004719939,0.0013844],"genre_scores_gemma":[0.0007579419,0.00006815323,0.001061518,0.000139061,0.00001751483,0.9975129,0.000123265,0.000002334391,0.0003172481],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1036055,"threshold_uncertainty_score":0.3465949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2941163371998522,"score_gpt":0.5332584978661832,"score_spread":0.239142160666331,"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."}}