{"id":"W4324104107","doi":"10.1093/gerona/glad083","title":"Geroscience for the Next Chapter of Medicine","year":2023,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"National Institutes of Health","keywords":"Computer science; Computational biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001906552,0.001223758,0.001213861,0.002589984,0.001768724,0.006579024,0.001067892,0.0048249,0.3097858],"category_scores_gemma":[0.009189712,0.0003722643,0.0007203004,0.001611277,0.001638643,0.00457422,0.005469908,0.005596765,0.1910601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009996493,"about_ca_system_score_gemma":0.002505422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004378924,"about_ca_topic_score_gemma":0.001694194,"domain_scores_codex":[0.9985409,0.0002348482,0.0001274892,0.0002016081,0.0006569507,0.0002381771],"domain_scores_gemma":[0.9928392,0.001061947,0.0005471958,0.0006435993,0.001413363,0.003494654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002425473,0.00003676332,0.0001414381,0.0001959934,0.000005232683,0.00007126007,0.00006760261,0.00001801861,0.0003539161,0.004667916,0.9289602,0.06545749],"study_design_scores_gemma":[0.000004848908,0.00001611023,0.0002742647,0.0001336751,0.000003768325,0.000139533,0.00004858723,0.00001357711,0.00003950687,0.001728805,0.9975923,0.000004950498],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.00065187,0.06846743,0.001322456,0.1377246,0.5874667,0.0001046001,0.0005112916,0.0006965054,0.2030546],"genre_scores_gemma":[0.004115982,0.02598091,0.001697151,0.05899896,0.2988785,0.00009325035,0.0003659157,0.0004900136,0.6093794],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3097858,"threshold_uncertainty_score":0.9845068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1893464200067458,"score_gpt":0.3996415538913561,"score_spread":0.2102951338846103,"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."}}