{"id":"W6958565034","doi":"10.6084/m9.figshare.16417658","title":"Additional file 1 of Epigenetic age is associated with baseline and 3-year change in frailty in the Canadian Longitudinal Study on Aging","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; NOSM University; University of British Columbia; Health Sciences North","funders":"","keywords":"Longitudinal study; Baseline (sea); Longitudinal data; Healthy aging; Epigenetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004311022,0.00006727402,0.00009730755,0.000009545859,0.00006633031,0.00003090799,0.00007958961,0.00003926064,0.7420021],"category_scores_gemma":[0.0003394314,0.00002121788,0.0000174655,0.0003615131,0.000003966329,0.00003310447,0.00001711024,0.00009215488,0.00003623644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002253664,"about_ca_system_score_gemma":0.00001414783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01217214,"about_ca_topic_score_gemma":0.8685269,"domain_scores_codex":[0.9993883,0.00009840616,0.0000867639,0.0001462607,0.0001476259,0.0001325865],"domain_scores_gemma":[0.9992738,0.0005758106,0.00004115213,0.00002533145,0.00004457865,0.00003927169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000001935628,0.00008760495,0.01109797,0.000004340262,0.000006872049,0.0001960678,0.000375015,3.587922e-7,0.0000284496,3.591463e-7,0.9870188,0.001182248],"study_design_scores_gemma":[0.00006560102,0.00009657694,0.9464508,0.0007573505,0.000001336775,0.000002989274,0.0005925705,0.000003225326,0.00001115263,0.000001478918,0.05195765,0.00005926944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1337544,0.00003213694,1.843905e-10,0.0003721104,0.000003073245,0.0001626633,0.8650804,0.000003177124,0.0005919494],"genre_scores_gemma":[0.6740526,2.405742e-7,7.833414e-7,0.0002039625,0.0000571105,0.00017822,0.325431,2.750955e-7,0.00007577722],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.9353528,"threshold_uncertainty_score":0.9944059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196365489267262,"score_gpt":0.2584981956047339,"score_spread":0.1388616466780077,"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."}}