{"id":"W4388775437","doi":"10.3390/metabo13111157","title":"The Longevity Protein Klotho: A Promising Tool to Monitor Lifestyle Improvements","year":2023,"lang":"en","type":"review","venue":"Metabolites","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec; Université du Québec à Trois-Rivières; Université Laval; Cegep regional de Lanaudiere","funders":"","keywords":"Longevity; Klotho; Life expectancy; Disease; Gerontology; Healthy aging; Medicine; Population; Environmental health; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005229409,0.0005881517,0.00177354,0.000174481,0.0003092461,0.0001770544,0.0002957033,0.000196505,0.000008231499],"category_scores_gemma":[0.0006930633,0.0003277976,0.0005941094,0.0007119616,0.00005115445,0.00007027441,0.0002051999,0.0003338546,0.00148538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146379,"about_ca_system_score_gemma":0.0002858976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007879113,"about_ca_topic_score_gemma":0.000009518532,"domain_scores_codex":[0.9973383,0.0001719643,0.0007297674,0.0006382806,0.0004808084,0.0006408656],"domain_scores_gemma":[0.998312,0.0001602158,0.0002872273,0.000896352,0.0001016114,0.0002426069],"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":[0.00003199267,0.000243023,0.0000726691,0.002688332,0.0009319886,0.00005526261,0.00004420725,3.542135e-8,0.00005252527,0.00009313945,0.00179404,0.9939928],"study_design_scores_gemma":[0.0006661125,0.0001431167,0.0002963954,0.002639238,0.001771208,0.00001056254,0.00001562083,0.00000166977,0.00008479524,0.00008860156,0.9939634,0.0003192584],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002103591,0.9898531,0.000008516829,0.0001016388,0.0003128239,0.007012079,0.0001136812,0.0001672054,0.0003273978],"genre_scores_gemma":[0.00003014274,0.9750109,0.0007033602,0.00006413173,0.0004891358,0.003344507,0.0001002461,0.0001424971,0.02011508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9936735,"threshold_uncertainty_score":0.9999174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05225382679552585,"score_gpt":0.3728915729881943,"score_spread":0.3206377461926684,"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."}}