{"id":"W2329548391","doi":"10.1080/096382800296665","title":"A hierarchical model of domains of disablement in the elderly: a longitudinal approach","year":2000,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":185,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Activities of daily living; Baseline (sea); Scale (ratio); Gerontology; Multilevel model; Psychology; Medicine; Computer science; Geography; Psychiatry; Machine learning","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":[0.001877527,0.00009100445,0.0002394383,0.0000291545,0.000142116,0.000002663019,0.0001045535,0.000113484,0.00002750007],"category_scores_gemma":[0.000169461,0.00006114705,0.00008515603,0.0001901336,0.0007486087,0.0001071607,0.00002195367,0.0002612061,0.000001894426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005008082,"about_ca_system_score_gemma":0.00004534772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002504591,"about_ca_topic_score_gemma":0.0002774527,"domain_scores_codex":[0.9978585,0.0008554211,0.0006311651,0.0002416348,0.0002222459,0.0001910883],"domain_scores_gemma":[0.9984768,0.001034608,0.0001060738,0.0003026691,0.00004629925,0.00003355848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000633813,0.005586634,0.872512,0.002906424,0.00002130481,7.842608e-8,0.04761229,0.0003280252,0.001019039,0.04380716,0.0001567717,0.02541643],"study_design_scores_gemma":[0.001041719,0.0003540829,0.9337294,0.0001124048,0.00001771294,2.149739e-7,0.006869836,0.01018606,5.41359e-7,0.04756813,0.00005534102,0.00006459276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934269,0.00004506383,0.0005390505,0.001477741,0.00002250471,0.001011894,0.00003527718,0.000009399534,0.003432179],"genre_scores_gemma":[0.9967847,0.00003986648,0.002834291,0.00003256959,0.00002318748,0.000190071,0.0000335247,0.000004924707,0.00005681594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06121733,"threshold_uncertainty_score":0.275828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03256714024547755,"score_gpt":0.3520668019303936,"score_spread":0.3194996616849161,"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."}}