{"id":"W4407584660","doi":"10.1002/adbi.202400481","title":"Broadening the Healthy Aging Paradigm: Inclusion of Gestation, Development, and Reproductive Health","year":2025,"lang":"en","type":"article","venue":"Advanced Biology","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Health Science Center, University of Tennessee; World Health Organization","keywords":"Reproductive health; Longevity; Gestation; Gerontology; Healthy aging; Psychological intervention; Terminology; Intervention (counseling); Medicine; Pregnancy; Developmental psychology; Psychology; Environmental health; Population; Psychiatry; Biology","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":[0.0006098121,0.0001035254,0.0003019897,0.0001222559,0.0005110526,0.000002125032,0.00006363109,0.00005884081,0.000003123672],"category_scores_gemma":[0.0001372606,0.0000721992,0.00001552963,0.0002630103,0.0001369711,0.00003788857,0.0001677705,0.0001871042,0.000001205155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205483,"about_ca_system_score_gemma":0.0008427216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008091744,"about_ca_topic_score_gemma":0.00008702917,"domain_scores_codex":[0.9988163,0.0000979005,0.0004180734,0.0003360421,0.0000657476,0.0002659563],"domain_scores_gemma":[0.9993342,0.00009899126,0.0002172461,0.0002041162,0.00007867625,0.00006682876],"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":[0.0005469827,0.0001096809,0.1247772,0.0008301372,0.0000816097,0.000002916046,0.01938606,0.000007540546,0.005864173,0.2367288,0.0004233517,0.6112415],"study_design_scores_gemma":[0.004639599,0.001049157,0.6846849,0.0008265518,0.00003271065,0.00008471238,0.002780377,0.00004985658,0.01506898,0.1417549,0.1487148,0.0003134322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9062514,0.0142521,0.007742698,0.06906933,0.0003986021,0.0009262938,0.00000391848,0.0000697432,0.001285961],"genre_scores_gemma":[0.9498667,0.02283072,0.01865704,0.008467384,0.00004451863,0.00002589751,0.00004039885,0.000007970854,0.00005943457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6109281,"threshold_uncertainty_score":0.3930655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223049713857255,"score_gpt":0.3573132147087868,"score_spread":0.3350082433230613,"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."}}