{"id":"W4385500180","doi":"10.14336/ad.2023.0721","title":"“Post-Protean” Public Health and the Geroscience Hypothesis","year":2023,"lang":"en","type":"article","venue":"Aging and Disease","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Life expectancy; Public health; Medicine; Public relations; Gerontology; Environmental health; Political science; Nursing; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011459,0.00007509808,0.0001104901,0.00008813881,0.0004824258,0.00008387877,0.0001322543,0.00002069648,0.00003866214],"category_scores_gemma":[0.0006553138,0.00004839534,0.00002603106,0.0002099059,0.0005961332,0.00005404286,0.0000941843,0.0001134438,0.0001234202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000712924,"about_ca_system_score_gemma":0.0001222719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002531837,"about_ca_topic_score_gemma":0.000008347992,"domain_scores_codex":[0.9987626,0.0003093668,0.000092149,0.0002914793,0.0001235612,0.0004208644],"domain_scores_gemma":[0.9987141,0.0004120345,0.00002952818,0.0002630969,0.00002298596,0.0005582334],"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":[0.0007204632,0.0001991859,0.2726662,0.0002037481,0.000118372,0.0002167804,0.05337488,0.00000123912,0.00001616423,0.09019065,0.06575751,0.5165348],"study_design_scores_gemma":[0.003880258,0.0001635779,0.9400184,0.0000514542,0.00002891881,0.00004503219,0.02120401,0.001477042,0.000001517611,0.01606976,0.01667889,0.0003811287],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8436506,0.004179241,0.00009146043,0.1492474,0.0001489349,0.0002181926,0.00001537474,0.0001672477,0.002281578],"genre_scores_gemma":[0.986995,0.00006673169,0.00001943176,0.005063764,0.00004570575,0.00006513629,0.00000358112,0.000008033235,0.007732657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6673523,"threshold_uncertainty_score":0.3710478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107826928389723,"score_gpt":0.3747859220474948,"score_spread":0.2640032292085225,"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."}}