{"id":"W2036102036","doi":"10.5770/cgj.17.114","title":"Do Performance-based Health Measures Reflect Differences in Frailty Among Immigrants Age 50+ in Europe?","year":2014,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Nova Scotia Health Authority; Dalhousie University","funders":"National Institute on Aging; Canadian Institutes of Health Research; Dalhousie University; European Commission; Dalhousie Medical Research Foundation","keywords":"Medicine; Immigration; Gerontology; Frailty Index; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001607328,0.0002586542,0.0005760891,0.00157706,0.0001928607,0.0001305472,0.000316122,0.0001568906,0.00008878095],"category_scores_gemma":[0.0007546167,0.0002314063,0.00007818423,0.001292359,0.000088817,0.0001552103,0.00001521625,0.001161831,0.00002805296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051154,"about_ca_system_score_gemma":0.002899261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0723323,"about_ca_topic_score_gemma":0.5862697,"domain_scores_codex":[0.9971333,0.0003365522,0.0007199669,0.0003180091,0.0005330354,0.0009591685],"domain_scores_gemma":[0.9978207,0.0000971815,0.0002343336,0.0003306235,0.0001877167,0.001329382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000786016,0.00005083067,0.9506768,0.0001105271,0.00001394571,0.0004602099,0.0008573536,0.0001151568,0.0000484893,0.000009920872,0.00358766,0.0439905],"study_design_scores_gemma":[0.002711852,0.0003722257,0.9831778,0.0005958145,0.00001383402,0.0001432281,0.00008421546,0.0008972271,0.0000307943,0.00004009154,0.01169339,0.0002394909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924456,0.0009032391,0.0001177157,0.003549638,0.0006001285,0.000309942,0.00001438599,0.00001993458,0.002039436],"genre_scores_gemma":[0.9965879,0.0005678606,0.0004784781,0.001614689,0.0004191747,0.000007602664,0.00001511746,0.00004096963,0.000268181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5139374,"threshold_uncertainty_score":0.9436476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04663300610728759,"score_gpt":0.2755237517941982,"score_spread":0.2288907456869106,"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."}}