{"id":"W3025679002","doi":"10.2196/14494","title":"Physical Activity Monitoring Using a Fitbit Device in Ischemic Stroke Patients: Prospective Cohort Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cleveland Clinic","keywords":"Medicine; Physical therapy; Activity monitor; Stroke (engine); Ambulatory; Cohort; Physical activity; Physical medicine and rehabilitation; 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":[0.001485631,0.0005633155,0.0005740728,0.0007658825,0.0008770599,0.0009209742,0.0004897506,0.0008381487,0.001782781],"category_scores_gemma":[0.002911104,0.0007629741,0.000800275,0.001037435,0.0003790189,0.001043346,0.0006591782,0.0009598987,0.0007544592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003500002,"about_ca_system_score_gemma":0.0006808765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004227051,"about_ca_topic_score_gemma":0.005595226,"domain_scores_codex":[0.9990205,0.0002814043,0.0001270618,0.0002156431,0.0001851301,0.0001702604],"domain_scores_gemma":[0.9982463,0.0002244358,0.0006904241,0.0002143569,0.0003146825,0.000309779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000954012,0.0007168932,0.9964119,0.00001938362,0.00009810909,0.00009421338,0.0001692203,0.00001922058,0.0002749814,0.000008347492,0.00006943832,0.001164188],"study_design_scores_gemma":[0.0001278389,0.002203074,0.9966415,0.00001013853,0.00007527127,0.0002378996,0.0003081496,0.0001687361,0.00005317717,0.0000121714,0.0001508951,0.00001115464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993293,0.0000570058,0.0001144748,0.00001413042,0.000003911965,0.00009251913,0.0002118225,0.000002377792,0.0001743962],"genre_scores_gemma":[0.9988589,0.00007263436,0.0002510905,0.00004733752,0.00001200927,0.0001497284,0.0004222385,0.000002594737,0.0001834164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004227051,"threshold_uncertainty_score":0.008404851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07717980745504412,"score_gpt":0.4165593970478027,"score_spread":0.3393795895927586,"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."}}