{"id":"W28288955","doi":"10.2196/mhealth.7275","title":"A Study of Middle Aged Women’s Health Status, Preparation for the Aged, and Perception of Successful Aging","year":2013,"lang":"en","type":"dissertation","venue":"JMIR mhealth and uhealth","topic":"Consumer Perception and Purchasing Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Successful aging; Perception; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001104698,0.0003040466,0.0006433423,0.000413849,0.0007330909,0.0001495571,0.000138837,0.0001458723,0.0001220979],"category_scores_gemma":[0.00004308335,0.0002466523,0.0000602664,0.0002784551,0.00006940365,0.0003877737,0.00003773813,0.0002950389,0.000003173712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001349403,"about_ca_system_score_gemma":0.0003068106,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01391565,"about_ca_topic_score_gemma":0.01010506,"domain_scores_codex":[0.9976195,0.00008708023,0.0009407616,0.0004682999,0.0003513693,0.0005329885],"domain_scores_gemma":[0.9978151,0.0001329964,0.001428118,0.0003033671,0.0002324792,0.00008791593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003166506,0.002561205,0.2443485,0.06679312,0.0001616745,9.487211e-7,0.2989884,0.00001602947,0.0003802595,0.0005603372,0.007338155,0.3756849],"study_design_scores_gemma":[0.001809141,0.0004393689,0.865694,0.0003014835,0.0001697293,8.204397e-7,0.1292966,0.0002462961,7.423124e-7,0.00007244287,0.001752106,0.0002172464],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941235,0.0009697554,0.00001897256,0.0003198266,0.0004298206,0.003984424,0.00003473268,0.0000484721,0.00007045418],"genre_scores_gemma":[0.9958752,0.001168891,0.00005263547,0.0005087296,0.0002865191,0.0008941218,0.0005121246,0.00004622517,0.0006555674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6213456,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06800298750346753,"score_gpt":0.3772184563748421,"score_spread":0.3092154688713746,"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."}}