{"id":"W3007776995","doi":"10.18632/aging.102848","title":"Ancestral stress programs sex-specific biological aging trajectories and non-communicable disease risk","year":2020,"lang":"en","type":"article","venue":"Aging","topic":"Birth, Development, and Health","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Alberta Innovates","keywords":"Disease; Biology; Longevity; Epigenetics; Offspring; Physiology; Population; Bioinformatics; Medicine; Genetics; Internal medicine; Gene; Environmental health; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001653183,0.0001456236,0.0002850598,0.00002717152,0.0002427381,0.00005340838,0.00010053,0.00004662629,0.00002217139],"category_scores_gemma":[0.00002809811,0.0001151091,0.00004075353,0.0001548436,0.0001268269,0.00008499042,0.00007756761,0.0003592516,0.000007755933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002738051,"about_ca_system_score_gemma":0.00008817974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009827103,"about_ca_topic_score_gemma":0.00001716167,"domain_scores_codex":[0.9989431,0.00005386521,0.0002048333,0.0003089231,0.0001334958,0.000355786],"domain_scores_gemma":[0.9992338,0.00004569668,0.00006416374,0.0001979399,0.00002541338,0.0004330255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000574586,0.00006073606,0.9695252,0.0001969377,0.00002318861,0.00006249206,0.003197695,0.000001533061,0.0001675831,0.0005251577,0.0001210422,0.02606094],"study_design_scores_gemma":[0.001240472,0.0002040784,0.9876779,0.0003062951,0.00003545192,0.000009015122,0.002853619,0.0005015423,0.0004686953,0.0008144815,0.00564396,0.0002444703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921135,0.002966641,0.0002299191,0.003258809,0.00007929015,0.0003051252,0.00001084277,0.0001476519,0.0008881946],"genre_scores_gemma":[0.9652579,0.03085797,0.002806141,0.0007152281,0.0002702101,0.00001734456,0.00004709765,0.00001511174,0.00001301733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02789133,"threshold_uncertainty_score":0.4694013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06898382228050723,"score_gpt":0.3058346928132052,"score_spread":0.236850870532698,"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."}}