{"id":"W2074371634","doi":"10.1186/1471-2318-13-128","title":"Scaling functional status within the interRAI suite of assessment instruments","year":2013,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Activities of daily living; Gerontology; Hierarchy; Scale (ratio); Medicine; Psychology; Physical therapy; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009424383,0.000945184,0.0007902243,0.005667242,0.000434229,0.001128752,0.001009151,0.0004681951,0.00258715],"category_scores_gemma":[0.01719612,0.0002305322,0.001321454,0.00255022,0.0005439649,0.00119618,0.001883285,0.000962229,0.001014096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007794983,"about_ca_system_score_gemma":0.00142886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001964489,"about_ca_topic_score_gemma":0.003913619,"domain_scores_codex":[0.9916725,0.003229092,0.001658733,0.0006551872,0.002461775,0.0003228191],"domain_scores_gemma":[0.9854898,0.003939709,0.003306682,0.001155162,0.005677181,0.0004313396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004360292,0.0008320974,0.5811858,0.0005776195,0.0004808692,0.0001262186,0.001938541,0.004422716,0.004615116,0.00406687,0.01280581,0.3885123],"study_design_scores_gemma":[0.0001049587,0.001395283,0.9527321,0.0003303243,0.0001451887,0.0006801375,0.0012687,0.01137485,0.003171572,0.003621391,0.02502902,0.0001464683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8056569,0.001465938,0.0890431,0.0006112072,0.0002893666,0.009963757,0.01440381,0.001679959,0.07688606],"genre_scores_gemma":[0.7672898,0.0009509795,0.1975224,0.0002458103,0.0001271062,0.01586582,0.01141725,0.0001591156,0.006421668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009424383,"threshold_uncertainty_score":0.04984152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06119756056279762,"score_gpt":0.3736359500228306,"score_spread":0.3124383894600329,"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."}}