{"id":"W1127861102","doi":"10.1159/000381127","title":"Frailty: Scaling from Cellular Deficit Accumulation?","year":2015,"lang":"en","type":"review","venue":"Interdisciplinary topics in gerontology and geriatrics","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Scaling; Scale (ratio); Computer science; Cognitive psychology; Neuroscience; Psychology; Mathematics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008869446,0.001105363,0.001721967,0.002763488,0.000370911,0.001501561,0.001279939,0.002222406,0.002062507],"category_scores_gemma":[0.001261164,0.0003464091,0.0005778251,0.002064204,0.001621752,0.002665608,0.00119925,0.002198137,0.001452894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124293,"about_ca_system_score_gemma":0.001263965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001422306,"about_ca_topic_score_gemma":0.002302029,"domain_scores_codex":[0.9998131,0.00003979508,0.00003213533,0.00003970751,0.00005536572,0.00001974442],"domain_scores_gemma":[0.9995992,0.0001994526,0.00005380565,0.00001914201,0.00008747866,0.00004089253],"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":[0.00007416253,0.00004616407,0.0003352177,0.01384758,0.000134007,0.0004574191,0.0002231198,0.0008162739,0.001478122,0.02762864,0.03287308,0.9220862],"study_design_scores_gemma":[0.00001291252,0.00006861468,0.001135345,0.004001991,0.0001030932,0.002274715,0.0001833764,0.0001851198,0.0005078271,0.02019171,0.9712983,0.00003698175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008870845,0.9981849,0.0002222864,0.0006442976,0.0002134774,0.000002203978,0.000008886691,0.000007653504,0.0006275373],"genre_scores_gemma":[0.0009921291,0.9979948,0.0001694187,0.0002747797,0.000177535,0.000004765622,0.00001248772,0.000001819869,0.0003723095],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002763488,"threshold_uncertainty_score":0.009018183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09459761182931788,"score_gpt":0.3840868924427875,"score_spread":0.2894892806134696,"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."}}