{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008274822,0.0004023193,0.0003411173,0.001360168,0.002672052,0.002768942,0.0007721179,0.003454405,0.007701097],"category_scores_gemma":[0.01049088,0.0001779965,0.0004291553,0.0007512266,0.02912913,0.004532482,0.0047162,0.003307404,0.0004443478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003168844,"about_ca_system_score_gemma":0.002939694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002220938,"about_ca_topic_score_gemma":0.002152628,"domain_scores_codex":[0.9961638,0.001962481,0.00008310837,0.0005246371,0.0004703886,0.000795588],"domain_scores_gemma":[0.9927284,0.003633679,0.001303997,0.000674058,0.0004727808,0.001187126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009687911,0.0001803243,0.008517968,0.00008119161,0.00003092695,0.0003091434,0.004123537,0.000289926,0.0001422144,0.9664815,0.006921849,0.01282458],"study_design_scores_gemma":[0.000090202,0.0001406337,0.03128844,0.0001691257,0.00002314106,0.0004466139,0.006637855,0.0004232876,0.00026959,0.900791,0.05968249,0.00003756036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2452364,0.006674412,0.009987614,0.3714103,0.00218164,0.0001419968,0.0003226656,0.00004789288,0.363997],"genre_scores_gemma":[0.9778163,0.001387311,0.0006328015,0.01527944,0.0008141435,0.0000633614,0.00006328373,0.00001135903,0.003932005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008274822,"threshold_uncertainty_score":0.04376197,"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."}}