{"id":"W4399534328","doi":"10.1038/s41586-024-07639-y","title":"The Space Omics and Medical Atlas (SOMA) and international astronaut biobank","year":2024,"lang":"en","type":"article","venue":"Nature","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Institute of Allergy and Infectious Diseases; National Cancer Institute; National Institute of Mental Health","keywords":"Biobank; Spaceflight; Human spaceflight; Weightlessness; Atlas (anatomy); Medicine; Biology; Bioinformatics; Engineering; Space exploration; Physics; Anatomy; Aerospace engineering","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":[0.0002208022,0.00008319047,0.00009964405,0.00004597197,0.00004506186,0.0000388074,0.00007369843,0.0007151809,0.00005228435],"category_scores_gemma":[0.0004266453,0.00004591548,0.00002461986,0.00006465783,0.0001693276,0.00002631613,0.00007917258,0.001411395,0.00001550099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002796605,"about_ca_system_score_gemma":0.00006622469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003393213,"about_ca_topic_score_gemma":0.00001766838,"domain_scores_codex":[0.9994031,0.0000233194,0.00006729652,0.0001890469,0.0001924535,0.000124792],"domain_scores_gemma":[0.9994575,0.0002977111,0.0000130708,0.000100465,0.00002999869,0.0001012528],"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":[0.000867252,0.0000945534,0.1100606,0.0002761455,0.0009755222,0.001071085,0.0005900335,3.088956e-7,0.02354123,0.1587773,0.4494247,0.2543213],"study_design_scores_gemma":[0.0007003848,0.0001641458,0.05106912,0.0001360707,0.00004163558,0.0009640963,0.00006053878,0.00146369,0.001144719,0.0009062346,0.9432666,0.00008278676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7360008,0.03537193,0.00003133617,0.2227013,0.002643203,0.0001787863,0.00001206391,0.00009126987,0.002969288],"genre_scores_gemma":[0.9929776,0.001720683,0.0002830925,0.001523406,0.0007769214,0.00000519416,0.00001935088,0.0000130271,0.002680714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4938419,"threshold_uncertainty_score":0.6131887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004699664924456864,"score_gpt":0.2985955290099506,"score_spread":0.2938958640854937,"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."}}