{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001902868,0.000827932,0.0008319328,0.002643045,0.0007911594,0.001363016,0.0007924829,0.0007649022,0.02000383],"category_scores_gemma":[0.001369635,0.0004045592,0.0009641686,0.001886789,0.0005179158,0.0007124046,0.001026194,0.001175162,0.005406118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005282661,"about_ca_system_score_gemma":0.001049727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002019829,"about_ca_topic_score_gemma":0.003480092,"domain_scores_codex":[0.9986089,0.000206866,0.0001187088,0.0003853363,0.0005433757,0.0001368703],"domain_scores_gemma":[0.9987254,0.0002367374,0.0002527607,0.0003751189,0.0002914404,0.0001186196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003043689,0.0006065883,0.02500965,0.001454038,0.0003796078,0.0006072065,0.0007287451,0.002934832,0.8387529,0.005726046,0.05031697,0.07043955],"study_design_scores_gemma":[0.0003426911,0.003425217,0.09181376,0.0005573013,0.0007399894,0.001387544,0.000681611,0.01542365,0.4151522,0.006516268,0.4636834,0.0002764117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3128182,0.004001887,0.206451,0.001521811,0.00108372,0.002390978,0.401665,0.03520003,0.03486753],"genre_scores_gemma":[0.3566996,0.003892884,0.3380719,0.001786734,0.0001785557,0.01458344,0.2526268,0.005475506,0.02668462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02000383,"threshold_uncertainty_score":0.06691945,"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."}}