{"id":"W3165289834","doi":"10.1007/s10522-021-09925-y","title":"Responsible biology, aging populations and the 50th anniversary of the “War on Cancer”","year":2021,"lang":"en","type":"article","venue":"Biogerontology","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Developmental biology; Biology; Physiology; Cell biology","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":[0.0003813869,0.00008974362,0.0001490091,0.00002055576,0.0002492663,0.000003475255,0.0001559288,0.00007068009,0.0004790729],"category_scores_gemma":[0.0001641938,0.00005628714,0.0000443229,0.0001566717,0.0009566172,0.00004764464,0.0002446257,0.0001387343,0.00002566181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001058572,"about_ca_system_score_gemma":0.00004125488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002980866,"about_ca_topic_score_gemma":0.003430266,"domain_scores_codex":[0.9986337,0.000582893,0.0001593905,0.0003130071,0.00009024578,0.0002207292],"domain_scores_gemma":[0.9992595,0.0002573841,0.0001011574,0.000335443,0.000005611235,0.0000409487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001134518,0.00006576972,0.9463579,0.000009078924,0.00003295152,0.000009595574,0.001637243,0.0001731058,0.02038926,0.00992284,0.001035982,0.02025279],"study_design_scores_gemma":[0.0007742062,0.00003609706,0.9763849,0.00002093587,0.00003148113,0.00001732841,0.0005326337,0.0001973461,0.005212826,0.002809624,0.0138817,0.0001009344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778279,0.001029657,0.0001466578,0.01513718,0.0002145933,0.000226173,0.00003045124,0.00001113381,0.005376235],"genre_scores_gemma":[0.9970681,0.0003464381,0.0003556515,0.001865876,0.00002305595,0.00001563532,0.000003665168,0.000006736087,0.0003148271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03002695,"threshold_uncertainty_score":0.5245513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03497383230981024,"score_gpt":0.3064979939935979,"score_spread":0.2715241616837877,"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."}}