{"id":"W4293796492","doi":"10.2139/ssrn.4199215","title":"Genetic Predisposition, Modifiable Lifestyles, and Their Joint Effects on Human Lifespan: Evidence from Multiple Cohort Studies","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Birth, Development, and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Genetic predisposition; Gerontology; Medicine; Cohort; Environmental health; Psychology; Demography; Disease; Internal medicine; Sociology","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":[0.00539236,0.0008253586,0.0009919173,0.001841779,0.0008571126,0.001288461,0.0008103464,0.001275561,0.002407787],"category_scores_gemma":[0.01025252,0.0006754774,0.00237062,0.002968265,0.0008722658,0.0007377916,0.001450421,0.0009272401,0.0001796622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507438,"about_ca_system_score_gemma":0.0005282102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02248105,"about_ca_topic_score_gemma":0.02418169,"domain_scores_codex":[0.9976423,0.0009847191,0.0002256799,0.000719097,0.0002367619,0.0001913248],"domain_scores_gemma":[0.9891559,0.004551559,0.002436878,0.002355818,0.0008964775,0.0006032744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007848729,0.00005235695,0.9860439,0.0001253089,0.006805438,0.0001702514,0.0002708908,0.0001322358,0.0003254719,0.0001892167,0.0001904726,0.004909532],"study_design_scores_gemma":[0.00003217254,0.0001539343,0.9956868,0.00008236752,0.002554629,0.0001842173,0.0001826168,0.00009067948,0.00008437591,0.000293664,0.0006394929,0.00001486502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642673,0.03110451,0.0008632402,0.0003603541,0.00009701262,0.00002043947,0.001806897,0.00001518643,0.001465036],"genre_scores_gemma":[0.9904776,0.007386283,0.0005299682,0.0001285973,0.00005204885,0.00002299101,0.0008626489,0.000009704665,0.0005302313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02248105,"threshold_uncertainty_score":0.04470038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0334843148715757,"score_gpt":0.2966613859257488,"score_spread":0.263177071054173,"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."}}