{"id":"W7162083952","doi":"10.82308/22601","title":"Contextualizing, promoting, and estimating longitudinal changes of mobility outcomes in older adults","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Population; Health Survey for England; Longitudinal study; Sitting; Rehabilitation; Older people; Health care; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009092866,0.0004615913,0.0005035304,0.002043722,0.0009112439,0.001498362,0.0006406438,0.0006288152,0.0005659097],"category_scores_gemma":[0.0240186,0.0003295986,0.0009674121,0.002163162,0.0003804218,0.001763208,0.002319945,0.0008860999,0.0001551545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000746941,"about_ca_system_score_gemma":0.001400528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01439447,"about_ca_topic_score_gemma":0.02170058,"domain_scores_codex":[0.9970844,0.001644048,0.000376418,0.0004233946,0.0002897973,0.0001819199],"domain_scores_gemma":[0.9912525,0.003406845,0.00308811,0.000910641,0.001005887,0.000336065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005217838,0.00009852932,0.9825001,0.00007668519,0.000132006,0.00002067567,0.003285177,0.0002823391,0.00009702591,0.0001944189,0.0003370288,0.01292379],"study_design_scores_gemma":[0.000005526178,0.0002597907,0.9925892,0.0001287857,0.0001011105,0.0000270282,0.004032871,0.001230871,0.0001717091,0.000468574,0.0009639831,0.00002047765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994829,0.0004635307,0.00290174,0.0002861695,0.00001817935,0.000150363,0.0007240409,0.00001358281,0.000613481],"genre_scores_gemma":[0.9920487,0.0005774585,0.005661286,0.00007512939,0.00002648187,0.0002855611,0.001138957,0.000004997616,0.0001814619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01439447,"threshold_uncertainty_score":0.04808825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05512157812304539,"score_gpt":0.4429889537164835,"score_spread":0.3878673755934381,"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."}}