{"id":"W4386948642","doi":"10.2196/47891","title":"Technical Assistance Received by Older Adults to Use Commercially Available Physical Activity Monitors (Ready Steady 3.0 Trial): Ad-Hoc Descriptive Longitudinal Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Nursing Research; National Institutes of Health","keywords":"Post-hoc analysis; Descriptive statistics; Physical activity; Longitudinal study; Post hoc; Descriptive research; Actigraphy; Gerontology; Physical therapy; Medicine; Psychology; Physical medicine and rehabilitation; Statistics; Mathematics; Psychiatry","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":[0.006290114,0.000572674,0.001039485,0.0007875699,0.0007682061,0.0008201306,0.0006102336,0.0006773934,0.001815061],"category_scores_gemma":[0.005366064,0.0004858831,0.001619951,0.0006966607,0.0004716352,0.000863584,0.0008039124,0.001095286,0.0005782747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005826581,"about_ca_system_score_gemma":0.001351979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00436568,"about_ca_topic_score_gemma":0.006662222,"domain_scores_codex":[0.9979133,0.001034728,0.000292484,0.0002603938,0.0002705022,0.0002285645],"domain_scores_gemma":[0.9946513,0.001581542,0.001745605,0.0006170456,0.0009107255,0.0004937674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0838251,0.01039864,0.8812456,0.0007426618,0.003165552,0.0001808184,0.001466539,0.0003911031,0.001034434,0.00009702801,0.002530026,0.01492251],"study_design_scores_gemma":[0.01307395,0.07977491,0.8988741,0.0001956801,0.001963499,0.0001838052,0.00150062,0.001068347,0.000838938,0.00009948792,0.002363192,0.00006352621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956136,0.0002855666,0.0002874788,0.00002276978,0.00001601858,0.001608165,0.001640774,0.00001635115,0.0005093123],"genre_scores_gemma":[0.9899185,0.0001954623,0.0007516741,0.0001578479,0.00003724641,0.004933307,0.003139666,0.000009154544,0.0008570719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006290114,"threshold_uncertainty_score":0.03326565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1676863576205639,"score_gpt":0.4259216125082541,"score_spread":0.2582352548876901,"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."}}