{"id":"W4283650618","doi":"10.3390/ijms23137124","title":"Modeling of the Senescence-Associated Phenotype in Human Skin Fibroblasts","year":2022,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Telomeres, Telomerase, and Senescence","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Senescence; Phenotype; Human skin; Fibroblast; Biology; Skin Aging; Cell biology; Medicine; Genetics; Dermatology; Gene; Cell culture","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001909054,0.0004056494,0.0001860866,0.0002193285,0.0001251303,0.0003441133,0.0003755139,0.0004529868,0.0008167977],"category_scores_gemma":[0.0001639516,0.0001399523,0.0004483164,0.0001893596,0.0001119903,0.0001629028,0.0001887989,0.00021991,0.0003332235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274563,"about_ca_system_score_gemma":0.0002766631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002802503,"about_ca_topic_score_gemma":0.001854468,"domain_scores_codex":[0.999923,0.00001458282,0.000005808925,0.00002147546,0.0000249003,0.00001019805],"domain_scores_gemma":[0.9999387,0.00001420875,0.00001429887,0.000009035789,0.00001851659,0.00000527342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001362687,0.0001332116,0.002191558,0.0002203661,0.00002548238,0.000689934,0.0001439282,0.514937,0.4632716,0.006677899,0.0003412468,0.01123148],"study_design_scores_gemma":[0.00002053867,0.0003127483,0.002155503,0.00002552551,0.0000256438,0.0003634204,0.00006594612,0.9148348,0.07414298,0.001676914,0.006350419,0.00002548557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6381499,0.00188301,0.337192,0.0001982398,0.0001367104,0.0002608781,0.002052234,0.0003079177,0.01981907],"genre_scores_gemma":[0.9292935,0.001511607,0.061139,0.00003385495,0.00001274077,0.0002011526,0.0006961799,0.00003149231,0.007080463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002802503,"threshold_uncertainty_score":0.005572379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982707091520939,"score_gpt":0.2931763367072571,"score_spread":0.2733492657920477,"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."}}