{"id":"W2416366603","doi":"10.1385/0-89603-150-0:25","title":"Aging of Cultured Human Skin Fibroblasts","year":2003,"lang":"en","type":"article","venue":"Humana Press eBooks","topic":"Skin Protection and Aging","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Medical Research Council","keywords":"Somatic cell; Cell biology; In vitro; Senescence; Human skin; Biology; Fibroblast; Skin Aging; Immunology; Medicine; Genetics; Dermatology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001163721,0.0001103641,0.0001937813,0.00007579587,0.0001065372,0.00001496555,0.00005945863,0.00005435517,0.0001346121],"category_scores_gemma":[0.00002899683,0.0000967151,0.00008602529,0.00001951391,0.00006245801,0.0000258958,0.00002222507,0.0001503113,0.00000480736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001929477,"about_ca_system_score_gemma":0.0000142056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007195787,"about_ca_topic_score_gemma":0.000009448223,"domain_scores_codex":[0.999213,0.00004620649,0.0002144749,0.0001815711,0.0001730256,0.0001716956],"domain_scores_gemma":[0.9995253,0.00001011569,0.00008595822,0.0002493229,0.00005918716,0.00007007799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002011209,0.0005903536,0.000740284,0.002415116,0.0008259494,0.0002472719,0.01857653,0.00007724626,0.397061,0.4818843,0.01744375,0.07993709],"study_design_scores_gemma":[0.002482101,0.0001495682,0.001591807,0.0005549878,0.00009912457,0.0000826332,0.0002126132,0.00004635108,0.7676924,0.001070998,0.2257676,0.0002498082],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1791515,0.001470197,0.0009742477,0.00003207684,0.0002734608,0.0008311361,0.000002286729,0.0002439707,0.8170211],"genre_scores_gemma":[0.9752131,0.000005650663,0.0006919415,0.0001201976,0.0000828565,0.00002193312,0.000002509444,0.00002042048,0.02384136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7960616,"threshold_uncertainty_score":0.3943927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05341974247431848,"score_gpt":0.3117997239071226,"score_spread":0.2583799814328041,"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."}}