{"id":"W3118388946","doi":"10.2196/24806","title":"Wrist-Worn Activity Trackers in Laboratory and Free-Living Settings for Patients With Chronic Pain: Criterion Validity Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Högskolan Dalarna; Vetenskapsrådet","keywords":"Activity tracker; Intraclass correlation; Energy expenditure; Physical therapy; Physical medicine and rehabilitation; Heart rate monitor; Wrist; Heart rate; Treadmill; Medicine; Criterion validity; Accelerometer; Validity; Rehabilitation; Physical activity; Psychometrics; Surgery; Construct validity; Computer science; Patient satisfaction; Blood pressure","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":[0.0191955,0.0006888584,0.001031946,0.001365193,0.00103803,0.001159961,0.001038336,0.001061864,0.0006449764],"category_scores_gemma":[0.04210379,0.0004643726,0.001375968,0.0011854,0.001725964,0.001057312,0.001950749,0.00082507,0.000345238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008385565,"about_ca_system_score_gemma":0.001201837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002363895,"about_ca_topic_score_gemma":0.004506264,"domain_scores_codex":[0.980494,0.01005138,0.002238261,0.002129894,0.00450213,0.0005843682],"domain_scores_gemma":[0.9521521,0.02350511,0.008467766,0.004778684,0.0098384,0.001257905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008928156,0.0008816759,0.9868551,0.000126011,0.0004106746,0.00004938019,0.001588174,0.0002708382,0.0008261473,0.0001056643,0.000177704,0.007815694],"study_design_scores_gemma":[0.0002397564,0.00273796,0.9912845,0.00005557017,0.000180536,0.0002283269,0.001129159,0.002690974,0.0006637686,0.000154029,0.0006057112,0.0000297222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950539,0.0002583899,0.0030469,0.00005231866,0.00002710513,0.0004848623,0.0001785859,0.00002377394,0.0008740829],"genre_scores_gemma":[0.9971033,0.00004870242,0.001927749,0.00006997742,0.00001670903,0.0004004162,0.0003011706,0.00001190325,0.0001200702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0191955,"threshold_uncertainty_score":0.1015167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046664708337129,"score_gpt":0.3420952497240246,"score_spread":0.3116286026406533,"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."}}