{"id":"W4404355384","doi":"10.1016/j.gaitpost.2024.11.003","title":"Assessing upper limb functional use in daily life using accelerometry: A systematic review","year":2024,"lang":"en","type":"review","venue":"Gait & Posture","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"KU Leuven; Fonds Wetenschappelijk Onderzoek","keywords":"Physical medicine and rehabilitation; Accelerometer; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004772284,0.001950493,0.01049804,0.00610739,0.0005689432,0.002699169,0.001636757,0.002120173,0.003915098],"category_scores_gemma":[0.01884221,0.001293276,0.009743679,0.007679042,0.0007964806,0.001978606,0.001977308,0.001367595,0.0003709626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183251,"about_ca_system_score_gemma":0.007099557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01485775,"about_ca_topic_score_gemma":0.05152045,"domain_scores_codex":[0.9962025,0.0009640448,0.001630809,0.0004240788,0.0006302395,0.0001483734],"domain_scores_gemma":[0.9918659,0.005669235,0.00157648,0.0001382811,0.0006243017,0.0001257339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002195774,0.00002598648,0.001153703,0.9425679,0.02434527,0.00008067716,0.0001424382,0.00009179118,0.0001257736,0.00008310392,0.0008354001,0.03032835],"study_design_scores_gemma":[0.0006877551,0.0003117753,0.0110053,0.6721852,0.3027172,0.0004451626,0.0004322112,0.0001472607,0.0001940084,0.0002477333,0.01153674,0.00008951923],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001561457,0.9974119,0.0001557514,0.00007903264,0.00008193194,0.0002280437,0.0003368903,0.000008729194,0.0001362843],"genre_scores_gemma":[0.01514418,0.9833677,0.0006188382,0.0002825598,0.00004586505,0.0002713259,0.0001611851,0.000004969868,0.0001033495],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01485775,"threshold_uncertainty_score":0.02954251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374507911477704,"score_gpt":0.398859625946517,"score_spread":0.2614088347987467,"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."}}