{"id":"W4320075819","doi":"10.15173/sciential.vi8.3035","title":"Stopping Aging: Dream or Reality?","year":2022,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dream; Disease; Gerontology; Process (computing); Diabetes mellitus; Medicine; Psychology; Psychological intervention; Intensive care medicine; Neuroscience; Cognitive psychology; Risk analysis (engineering); Computer science; Pathology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008734883,0.00113857,0.001792722,0.0009983364,0.002690232,0.00615303,0.002561338,0.008453877,0.007563481],"category_scores_gemma":[0.01371785,0.0003079562,0.0009004711,0.000801948,0.01795223,0.01694105,0.003504941,0.01739302,0.004848117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002476939,"about_ca_system_score_gemma":0.007247906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003633519,"about_ca_topic_score_gemma":0.004267197,"domain_scores_codex":[0.9976785,0.001078487,0.0001691311,0.0002928751,0.0005223221,0.0002586776],"domain_scores_gemma":[0.9889508,0.004755665,0.0006253138,0.0007612308,0.002013667,0.002893255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003851605,0.0001766089,0.000915062,0.002556064,0.0001025555,0.000362265,0.003095218,0.0003133337,0.0009061953,0.2364004,0.5820615,0.1727258],"study_design_scores_gemma":[0.00005215612,0.0001925869,0.0006509934,0.001950272,0.00005007651,0.0005958597,0.006314793,0.0002194889,0.0003532315,0.2246896,0.7648584,0.00007241346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007629549,0.1588289,0.001718041,0.8164465,0.01486859,0.000009197583,0.0000910289,0.0001239519,0.007150633],"genre_scores_gemma":[0.06184212,0.3382457,0.008171371,0.5360936,0.02854923,0.0001202286,0.0002687607,0.0002352959,0.02647371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008734883,"threshold_uncertainty_score":0.04619503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622880921284486,"score_gpt":0.2838063695954414,"score_spread":0.2575775603825965,"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."}}