{"id":"W4235539092","doi":"10.1093/geront/gnv347.12","title":"AN EMPIRICAL COMPARISON OF MODELS OF ACTIVE AGING IN CANADA: THE INTERNATIONAL MOBILITY IN AGING STUDY","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Gerontology; Successful aging; Psychology; Regional science; Geography; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001595906,0.00008855999,0.0003480336,0.00003591914,0.0001278143,0.000003458642,0.0005144762,0.00005173141,0.00001239088],"category_scores_gemma":[0.0001932311,0.0000543936,0.00002298094,0.0001188113,0.000151852,0.00009659337,0.0001380443,0.0004851909,5.689649e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008727835,"about_ca_system_score_gemma":0.001044281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9651508,"about_ca_topic_score_gemma":0.9950079,"domain_scores_codex":[0.9976528,0.001109102,0.000520691,0.0001604254,0.0003237906,0.0002332389],"domain_scores_gemma":[0.9986777,0.000556345,0.0002665303,0.0003019346,0.0001554157,0.00004212279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005303451,0.0001794242,0.7241755,0.000008003588,0.00001270308,0.00000156686,0.27339,0.001206369,0.000002969645,0.0001031029,0.0001787762,0.0006886299],"study_design_scores_gemma":[0.0003926246,0.00003427667,0.4244897,0.00002456731,0.000006713656,6.863861e-8,0.5665281,0.007311895,0.00001697901,0.001136574,0.00001786874,0.00004067169],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946859,0.0001798788,0.0001525002,0.001273579,0.0002848363,0.0005318938,0.00001020227,0.000009959827,0.002871203],"genre_scores_gemma":[0.9995855,0.000002839232,0.0000218783,0.0002585555,0.00005051627,0.00004390918,0.000003806573,0.000005477741,0.00002749016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2996857,"threshold_uncertainty_score":0.2282299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2619684926580103,"score_gpt":0.5011409468052745,"score_spread":0.2391724541472642,"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."}}