{"id":"W4207034828","doi":"10.1111/acel.13542","title":"Sex‐specific aging in animals: Perspective and future directions","year":2022,"lang":"en","type":"review","venue":"Aging Cell","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute on Aging","keywords":"Biology; Perspective (graphical); Computational biology; Artificial intelligence; Computer science","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":[0.002201954,0.001358642,0.002494552,0.002269402,0.0005006565,0.001600781,0.002097372,0.002713175,0.005144129],"category_scores_gemma":[0.002028954,0.0004032577,0.0008753851,0.002492934,0.001732592,0.004171181,0.001410503,0.004572,0.002433841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323198,"about_ca_system_score_gemma":0.002026866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258835,"about_ca_topic_score_gemma":0.001829174,"domain_scores_codex":[0.9996665,0.00007350439,0.00004868881,0.00007705603,0.00009325142,0.00004094039],"domain_scores_gemma":[0.9983044,0.00098369,0.0001113902,0.0000626214,0.000369135,0.0001687472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001531565,0.00008527857,0.0002319715,0.02007931,0.0001189465,0.0002743119,0.0001179176,0.0005577256,0.001363982,0.01680814,0.07805262,0.8821567],"study_design_scores_gemma":[0.00001387804,0.0000947174,0.0006124599,0.004513521,0.00009941627,0.0007703519,0.00008195404,0.00007057789,0.0001751266,0.008308251,0.985236,0.00002360724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002905469,0.9979704,0.0001217558,0.0008218679,0.0006492789,0.000001775083,0.000008767213,0.000007460674,0.0003896528],"genre_scores_gemma":[0.000240997,0.9979324,0.0001741861,0.0006167737,0.0006290888,0.000006626991,0.0000161971,0.000002084301,0.0003816304],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005144129,"threshold_uncertainty_score":0.01720881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02188403328241801,"score_gpt":0.2817388288956207,"score_spread":0.2598547956132027,"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."}}