{"id":"W4415501498","doi":"10.1007/s40520-025-03178-2","title":"In a prospective population-based study, the degree of mobility impairment during hospitalisation is associated with higher degrees of frailty","year":2025,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Wellcome Trust","keywords":"Degree (music); Prospective cohort study; Geriatrics; MEDLINE; Activities of daily living","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":[],"consensus_categories":[],"category_scores_codex":[0.001461068,0.00009405985,0.0003105531,0.0001140328,0.0000873164,0.00001134355,0.00009730193,0.00006335558,0.00004685697],"category_scores_gemma":[0.0005565589,0.00005967385,0.00005365227,0.0004500559,0.0003314777,0.00006212846,0.0001132842,0.0003331439,5.500303e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001852651,"about_ca_system_score_gemma":0.0001073114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003157353,"about_ca_topic_score_gemma":0.0003246629,"domain_scores_codex":[0.9981365,0.000311796,0.0004950044,0.0003049585,0.0005578587,0.0001938452],"domain_scores_gemma":[0.9985328,0.0008559774,0.00008264414,0.0002757682,0.0002003745,0.00005248797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007639788,0.002730927,0.993827,0.00005455457,0.0001117113,0.000006859711,0.001781581,0.0000109015,0.0004419715,0.00003608745,0.00004507175,0.0001893601],"study_design_scores_gemma":[0.004799929,0.001595194,0.978267,0.0003956405,0.00001895332,2.604646e-7,0.002212753,0.0003075996,0.01225421,0.00009707722,0.000001446096,0.00004989716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996812,0.0001875406,0.000001448209,0.001352425,0.00003901469,0.001309109,0.000005328087,0.00001048305,0.0002826228],"genre_scores_gemma":[0.999303,0.000003755337,0.0000608972,0.00005181844,0.00001649536,0.0001060582,0.000004841123,0.000007359192,0.0004458201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01555996,"threshold_uncertainty_score":0.4772995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1486401932401967,"score_gpt":0.4681846214217967,"score_spread":0.3195444281815999,"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."}}