{"id":"W4388016044","doi":"10.1093/ageing/afad125","title":"A unified framework for the measurement of mobility in older persons","year":2023,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"McMaster Institute for Research on Aging, McMaster University; European Commission; McMaster University; World Health Organization","keywords":"Mobility model; Limited mobility; Individual mobility; Medicine; Gerontology; Computer science; Physical medicine and rehabilitation; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02254096,0.001417827,0.001438985,0.007661392,0.002545639,0.004053015,0.002998598,0.002736618,0.002130311],"category_scores_gemma":[0.02640346,0.0004853087,0.002563398,0.007621635,0.003628307,0.004638281,0.006060187,0.003342472,0.000788955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004376767,"about_ca_system_score_gemma":0.01126968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02412435,"about_ca_topic_score_gemma":0.02444261,"domain_scores_codex":[0.9773613,0.01459646,0.003100482,0.001553449,0.002623033,0.0007653146],"domain_scores_gemma":[0.9904456,0.003702581,0.001461189,0.0006175849,0.003284403,0.0004886561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009161994,0.0003515598,0.06779777,0.002327166,0.0003110882,0.0004437871,0.02120333,0.003868884,0.001004263,0.5809785,0.0241378,0.2974842],"study_design_scores_gemma":[0.0001372175,0.001192319,0.202672,0.01010829,0.00051003,0.001554398,0.02332923,0.01414473,0.001016794,0.4114653,0.3333738,0.0004959133],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04548372,0.02773003,0.8240412,0.02208732,0.002046459,0.01001074,0.007494369,0.0005905905,0.06051552],"genre_scores_gemma":[0.2727812,0.01127212,0.688368,0.002590658,0.0004018051,0.01768175,0.004023271,0.00005893602,0.00282233],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02412435,"threshold_uncertainty_score":0.1192095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1220810808194999,"score_gpt":0.4064961847622375,"score_spread":0.2844151039427376,"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."}}