{"id":"W2113503295","doi":"10.1016/s0273-1177(03)00089-9","title":"Adaptive response studies may help choose astronauts for long-term space travel","year":2003,"lang":"en","type":"article","venue":"Advances in Space Research","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Atomic Energy of Canada Limited","keywords":"Crew; Space radiation; Electromagnetic shielding; Astrobiology; Van Allen radiation belt; Aeronautics; NASA Deep Space Network; Particle radiation; Space exploration; Environmental science; Physics; Aerospace engineering; Cosmic ray; Astronomy; Spacecraft; Charged particle; Engineering; Nuclear physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001521148,0.0005788008,0.000576888,0.000843068,0.0008689413,0.001286408,0.000944458,0.001227918,0.01756443],"category_scores_gemma":[0.006860174,0.000117355,0.0004991543,0.0004419789,0.0003495966,0.001039015,0.0006251232,0.0009826944,0.002544455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004036983,"about_ca_system_score_gemma":0.0007368273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003672657,"about_ca_topic_score_gemma":0.006429342,"domain_scores_codex":[0.9996368,0.000193149,0.00002269361,0.00005277701,0.00004664364,0.00004802955],"domain_scores_gemma":[0.9980294,0.0008244955,0.0002266623,0.0001324594,0.0005210649,0.0002659229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004719107,0.00133401,0.583152,0.0005557614,0.0002304289,0.001185984,0.00135048,0.01454885,0.0416765,0.004673734,0.01060943,0.3359636],"study_design_scores_gemma":[0.0004728419,0.01251488,0.7874513,0.000558541,0.0006621907,0.003359468,0.02329305,0.04352517,0.03523717,0.02035922,0.07220314,0.0003629151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.884534,0.002544655,0.06091079,0.003893573,0.0006973815,0.0007515615,0.001307019,0.000681404,0.04467956],"genre_scores_gemma":[0.9613418,0.0008674361,0.02458248,0.0009840908,0.0001006718,0.0004030607,0.0006422401,0.0001468046,0.01093157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01756443,"threshold_uncertainty_score":0.0587588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106467728024409,"score_gpt":0.4754024951144785,"score_spread":0.3689347670900694,"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."}}