{"id":"W2290327614","doi":"10.1101/cshperspect.a025882","title":"How Research on Human Progeroid and Antigeroid Syndromes Can Contribute to the Longevity Dividend Initiative","year":2016,"lang":"en","type":"review","venue":"Cold Spring Harbor Perspectives in Medicine","topic":"DNA Repair Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; University of Toronto; National Cancer Institute; University of Washington","keywords":"Medical school; Gerontology; George (robot); Medicine; Longevity; Family medicine; Library science; Medical education; History; Art history","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001249408,0.000604275,0.0007655789,0.002616212,0.0004205237,0.001223798,0.000708012,0.001799279,0.00547769],"category_scores_gemma":[0.00161803,0.0002669615,0.0004153423,0.001917358,0.0006980131,0.002225358,0.001067886,0.003001134,0.003532165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009968588,"about_ca_system_score_gemma":0.002090721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288041,"about_ca_topic_score_gemma":0.002886386,"domain_scores_codex":[0.9996984,0.000064193,0.00003806786,0.0000448024,0.0001227091,0.00003182822],"domain_scores_gemma":[0.9992458,0.0002843832,0.00006583022,0.00002572621,0.0002520303,0.0001262594],"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":[0.0000540145,0.00004365621,0.000221503,0.007326868,0.00005106446,0.0002876651,0.00009957096,0.0002074339,0.001388686,0.01421643,0.1372698,0.8388333],"study_design_scores_gemma":[0.000006944309,0.00002294129,0.0002862693,0.0015981,0.00002174363,0.0005247399,0.00003242914,0.00002195584,0.0001326265,0.002617739,0.9947261,0.000008522273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006318925,0.993324,0.0001335286,0.003056691,0.00103376,0.000004694723,0.00001610775,0.00001048031,0.00235754],"genre_scores_gemma":[0.0005945162,0.9936127,0.000328785,0.002146985,0.0009630033,0.000008475948,0.0000340896,0.000004448287,0.00230691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00547769,"threshold_uncertainty_score":0.01832473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1368354803504247,"score_gpt":0.4147002565719602,"score_spread":0.2778647762215355,"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."}}