{"id":"W4399534639","doi":"10.1038/s41586-024-07586-8","title":"A second space age spanning omics, platforms and medicine across orbits","year":2024,"lang":"en","type":"review","venue":"Nature","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Japan Aerospace Exploration Agency; National Institute on Aging; Narodowa Agencja Wymiany Akademickiej; Gastro-Intestinal Research Foundation; Agencia Nacional de Investigación y Desarrollo; National Aeronautics and Space Administration; National Institutes of Health; Kidney Research UK; National Cancer Institute; Science and Technology Facilities Council; Johnson Space Center; National Institute of Mental Health; WorldQuant Foundation; Wellcome Trust","keywords":"Aerospace; Space exploration; Spaceflight; Astronautics; Space medicine; Leverage (statistics); Precision medicine; Human spaceflight; International Space Station; Space (punctuation); Computer science; Regulatory science; Data science; Systems engineering; Aeronautics; Aerospace engineering; Aviation medicine; Engineering; Medicine; Artificial intelligence","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":[0.001535712,0.001158589,0.001533963,0.002315049,0.000334921,0.002001326,0.0008497151,0.002295491,0.007618069],"category_scores_gemma":[0.002065522,0.0002456447,0.0006581866,0.002232338,0.0008635448,0.002239598,0.00128169,0.003225899,0.002147367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164755,"about_ca_system_score_gemma":0.002923725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002545161,"about_ca_topic_score_gemma":0.005725234,"domain_scores_codex":[0.9996707,0.00007693411,0.00003515524,0.00005073965,0.000130644,0.00003583591],"domain_scores_gemma":[0.9989699,0.0005253901,0.0000957893,0.00003220372,0.0002579404,0.0001188742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009625415,0.00005148017,0.0001844531,0.014073,0.0001582759,0.000133194,0.00009535293,0.0004512066,0.001206117,0.009263556,0.1154668,0.8588205],"study_design_scores_gemma":[0.00001421853,0.00005665956,0.0003310483,0.00295418,0.00009228754,0.0002077147,0.0000587692,0.00004547591,0.00007921123,0.002391889,0.993759,0.000009553727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007226189,0.9956358,0.0001866253,0.001414392,0.001245964,0.000003982948,0.00004180778,0.00001398407,0.001385033],"genre_scores_gemma":[0.0005180457,0.9949928,0.0002635637,0.001524809,0.001273419,0.000007493152,0.00005630062,0.000004045569,0.001359604],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007618069,"threshold_uncertainty_score":0.02548498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268064004598761,"score_gpt":0.4082853663328062,"score_spread":0.3756047262868186,"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."}}