{"id":"W3194089942","doi":"10.1123/jmpb.2020-0066","title":"Comparison of Fitbit One and ActivPAL3TM in Adults With Multiple Sclerosis in a Free-Living Environment","year":2021,"lang":"en","type":"article","venue":"Journal for the Measurement of Physical Behaviour","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Intraclass correlation; Activity monitor; Waist; Physical therapy; Physical activity; Ankle; Activity tracker; Medicine; Physical medicine and rehabilitation; Gait; Stopwatch; Sedentary behavior; Body mass index; Mathematics; Surgery; Statistics; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0008216821,0.000139116,0.0005712452,0.00009641445,0.00007358474,0.00001240377,0.0001223232,0.0000354644,0.00001437437],"category_scores_gemma":[0.0006532018,0.00009263034,0.0001238045,0.0001537588,0.0001419658,0.0000775601,0.0001170001,0.0004018526,2.956753e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000210743,"about_ca_system_score_gemma":0.00007287722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001356314,"about_ca_topic_score_gemma":0.0004843558,"domain_scores_codex":[0.9978251,0.0000903589,0.0004234144,0.0001910574,0.001199349,0.0002706798],"domain_scores_gemma":[0.9987888,0.0004158677,0.0002021432,0.0002470298,0.0002485601,0.00009760197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001305199,0.004576449,0.6998279,0.0002859167,0.0001755313,0.000004793303,0.003144598,0.0003281788,0.2798678,0.000008224245,0.00007174871,0.01040368],"study_design_scores_gemma":[0.005215924,0.0009568998,0.9021915,0.0036046,0.0001381013,0.000003373463,0.002288582,0.002270477,0.08320975,0.00001928312,0.00001713614,0.00008436499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968534,0.001335516,0.0001712207,0.0009764803,0.00003042712,0.0005936467,0.00001823437,0.000002683964,0.000018429],"genre_scores_gemma":[0.998412,0.0003315298,0.001100776,0.000008542208,0.00005578688,0.00006010485,0.000001150369,0.00001600108,0.00001416388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2023636,"threshold_uncertainty_score":0.3777356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1565454257859119,"score_gpt":0.3363387952582817,"score_spread":0.1797933694723698,"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."}}