{"id":"W2962743603","doi":"10.1139/cjpp-2019-0262","title":"The approximate formulas predicting personal somatic telomere length using patient blood test data","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Physiology and Pharmacology","topic":"Telomeres, Telomerase, and Senescence","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sysmex Corporation","keywords":"Telomere; Somatic cell; White blood cell; Medicine; Internal medicine; Biological age; Biology; Physiology; Genetics; Gerontology; DNA; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.002601533,0.001254673,0.00080302,0.001890071,0.0002394397,0.0009040172,0.0006994422,0.0005497356,0.00154624],"category_scores_gemma":[0.02030956,0.0003002014,0.0007322506,0.0009803986,0.0002147849,0.0009527721,0.0005713555,0.000779026,0.00063564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003906687,"about_ca_system_score_gemma":0.0009066158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004012282,"about_ca_topic_score_gemma":0.004268157,"domain_scores_codex":[0.9987809,0.0004630474,0.0001683053,0.000214822,0.0003128714,0.0000599435],"domain_scores_gemma":[0.9933447,0.004597637,0.0007668643,0.0002519962,0.0009193451,0.0001194133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006738123,0.0002601579,0.5517719,0.00032494,0.0006192556,0.000756688,0.0002390457,0.109625,0.00279665,0.003634659,0.003641197,0.3256568],"study_design_scores_gemma":[0.00008906428,0.0004442122,0.09732616,0.0001293963,0.0004358248,0.00145187,0.0001329226,0.8885949,0.00216642,0.005683366,0.003461614,0.0000842521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4014457,0.003960615,0.5867299,0.0008789959,0.000232814,0.0003325839,0.002453713,0.0009852083,0.002980373],"genre_scores_gemma":[0.8840806,0.001317443,0.1104633,0.0001301909,0.0001593503,0.0003666897,0.00200964,0.00004416009,0.001428687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004012282,"threshold_uncertainty_score":0.01375842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692970394656819,"score_gpt":0.2777447224220616,"score_spread":0.2508150184754934,"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."}}