{"id":"W2900243512","doi":"10.1093/geroni/igy023.566","title":"TRAJECTORY OF AGING COMMUNITIES: THE PATTERNS AND CHARACTERISTICS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Trajectory; Psychology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006830938,0.0001408969,0.0001645428,0.001664293,0.0008165284,0.001131547,0.0004967814,0.0003425108,0.002001516],"category_scores_gemma":[0.004223667,0.0001247661,0.0002459846,0.003043066,0.0003641803,0.00116508,0.001413628,0.0004268546,0.0002646965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027402,"about_ca_system_score_gemma":0.001582101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08426981,"about_ca_topic_score_gemma":0.1105502,"domain_scores_codex":[0.9995413,0.00009734339,0.00005860944,0.00009289005,0.0001186664,0.00009121431],"domain_scores_gemma":[0.9976985,0.0002094332,0.000948843,0.00006865482,0.0007395332,0.0003349642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003434961,0.00001979892,0.9893741,0.00003863209,0.00002421187,0.000068423,0.001265597,0.0001151808,0.0001257618,0.0002563222,0.0004632793,0.008214336],"study_design_scores_gemma":[0.00000131448,0.00002194323,0.9940903,0.00004168213,0.000006252168,0.0001537042,0.004081132,0.0002892795,0.00004342299,0.0002206556,0.001044606,0.000005682178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992891,0.001009066,0.0005499797,0.000758664,0.000008713892,0.00004555437,0.002504381,0.0000205644,0.002212123],"genre_scores_gemma":[0.9972931,0.0005331678,0.0006317871,0.00003060592,0.000005736753,0.00002891143,0.001057804,0.000005923725,0.0004130135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08426981,"threshold_uncertainty_score":0.1675586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06540978475735477,"score_gpt":0.359840982278149,"score_spread":0.2944311975207942,"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."}}