{"id":"W3005452277","doi":"10.3390/cancers12020381","title":"NASA GeneLab Platform Utilized for Biological Response to Space Radiation in Animal Models","year":2020,"lang":"en","type":"article","venue":"Cancers","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"National Cancer Institute","keywords":"Spaceflight; Ionizing radiation; Cosmic ray; Space radiation; Van Allen radiation belt; Human health; Physics; Physiology; Computer science; Biology; Medicine; Irradiation; Astronomy; Environmental health","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":[0.0002604388,0.0001223332,0.0003031919,0.00008760204,0.00002374717,0.000005201115,0.00007358722,0.0001597888,0.00005133339],"category_scores_gemma":[0.0006898564,0.000100203,0.00006173618,0.0002639314,0.00004254287,0.00004538235,0.0000253019,0.0001107589,0.00002336225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009127361,"about_ca_system_score_gemma":0.0003794138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005046031,"about_ca_topic_score_gemma":0.00001729079,"domain_scores_codex":[0.9991089,0.00005192845,0.0001602016,0.0003230085,0.00007595338,0.0002800541],"domain_scores_gemma":[0.9993348,0.0002373257,0.00004109189,0.0001259658,0.00003834151,0.0002225258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.1261814,0.00002363433,0.004449428,0.00006822924,0.00006323861,0.00006081727,0.002581139,0.00333315,0.8444508,0.001167227,0.01105598,0.006564935],"study_design_scores_gemma":[0.03920604,0.02899239,0.08295906,0.0002049186,0.0001241737,0.00005104802,0.002038175,0.3995419,0.1966113,0.0007790853,0.2482525,0.001239422],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827171,0.0003978482,0.002102516,0.0131231,0.0001184226,0.001173042,0.00002495208,0.00006852515,0.0002745253],"genre_scores_gemma":[0.9920357,0.00005842703,0.002210107,0.005246489,0.0001713628,0.000179693,0.00002135239,0.00001604392,0.00006078937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6478395,"threshold_uncertainty_score":0.4086159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0905422440377138,"score_gpt":0.3372818846065934,"score_spread":0.2467396405688796,"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."}}