{"id":"W4220914317","doi":"10.1007/s40520-022-02096-x","title":"Facilitators and barriers to real-life mobility in community-dwelling older adults: a narrative review of accelerometry- and global positioning system-based studies","year":2022,"lang":"en","type":"review","venue":"Aging Clinical and Experimental Research","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"North York General Hospital","funders":"National Institute on Aging; National Institutes of Health","keywords":"Psychosocial; Quality of life (healthcare); Wearable computer; Psychological intervention; Gerontology; Global Positioning System; Cognition; Psychology; Applied psychology; Computer science; Medicine; Telecommunications","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01470763,0.0004367733,0.002935124,0.0003073892,0.002579339,0.00002537185,0.0003609892,0.000239139,0.00006274919],"category_scores_gemma":[0.01109452,0.0003519717,0.0001883872,0.001111372,0.001134525,0.0001064059,0.00233184,0.003041849,0.000004207468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008085699,"about_ca_system_score_gemma":0.0006901528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003025216,"about_ca_topic_score_gemma":0.0002870389,"domain_scores_codex":[0.9811617,0.01423717,0.002286413,0.0008600919,0.000739313,0.0007153621],"domain_scores_gemma":[0.9832816,0.01486035,0.0003899473,0.0005374981,0.0002964755,0.0006341814],"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":[0.0001798009,0.0004224393,0.123747,0.7569991,0.0007363039,0.00002780361,0.06391105,6.135789e-7,4.48038e-7,0.0001222285,0.001379916,0.05247336],"study_design_scores_gemma":[0.001413719,0.0008075885,0.004090814,0.5893592,0.0001278962,0.000003417182,0.3933591,0.00001716073,6.331919e-7,0.00001444135,0.01037733,0.0004287179],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1674999,0.8284834,0.000001277297,0.0003156339,0.0001766169,0.00316359,0.0001346708,0.00003740334,0.0001874479],"genre_scores_gemma":[0.1070563,0.8909981,0.00008920833,0.000289666,0.00004568012,0.001448201,0.00002334653,0.00002798638,0.00002142476],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.329448,"threshold_uncertainty_score":0.9998932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3384384730276919,"score_gpt":0.6270661081824116,"score_spread":0.2886276351547197,"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."}}