{"id":"W4383958190","doi":"10.26717/bjstr.2023.50.007969","title":"\"Addressing Aging and Its Associated Diseases: Conceptual Challenges\"","year":2023,"lang":"en","type":"article","venue":"Biomedical Journal of Scientific & Technical Research","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Rejuvenation; De facto; Longevity; Biology; Gerontology; Medicine; Political science","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":[0.02465134,0.002817436,0.003237454,0.003603543,0.003941413,0.01242223,0.00672915,0.01584689,0.006976664],"category_scores_gemma":[0.01540001,0.0009212821,0.001239546,0.002330216,0.03123534,0.02863887,0.01201317,0.02919768,0.003090622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007501068,"about_ca_system_score_gemma":0.01797448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006964723,"about_ca_topic_score_gemma":0.006466527,"domain_scores_codex":[0.9952643,0.00251688,0.0003093055,0.0006433686,0.000972697,0.0002935584],"domain_scores_gemma":[0.9880485,0.005547433,0.0007994209,0.0005363896,0.003264141,0.00180407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001328617,0.0001351707,0.0005546389,0.002910959,0.00008413201,0.0002146657,0.002086923,0.0006364435,0.0004646754,0.7253782,0.1507037,0.1166977],"study_design_scores_gemma":[0.00003706779,0.0001533636,0.0005977836,0.004694344,0.00008025655,0.0005880754,0.002855844,0.0009518989,0.0001430398,0.626016,0.3638197,0.00006271261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.000659119,0.33142,0.01530047,0.6294979,0.01762536,0.00005355322,0.0001332513,0.0001186691,0.005191587],"genre_scores_gemma":[0.0335909,0.5555196,0.0287818,0.3087161,0.06789314,0.000582763,0.0003257405,0.0001266388,0.004463414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02465134,"threshold_uncertainty_score":0.1303704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1775992798472579,"score_gpt":0.4080426590509473,"score_spread":0.2304433792036894,"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."}}