{"id":"W2020127904","doi":"10.1016/j.actaastro.2012.04.014","title":"Surgery in space: Where are we at now?","year":2012,"lang":"en","type":"article","venue":"Acta Astronautica","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Foothills Medical Centre; University of Calgary; McGill University","funders":"National Center for Research Resources","keywords":"Space (punctuation); Spaceflight; Space medicine; Human spaceflight; Aeronautics; Aerospace engineering; Field (mathematics); Medicine; Space vehicle; Space exploration; Simulation; Surgery; Engineering; Computer science; Aviation medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000362593,0.000203405,0.000478601,0.0001705044,0.00003746784,0.000005730065,0.0000764152,0.000195335,0.001398663],"category_scores_gemma":[0.0001599166,0.0001671684,0.0001072849,0.0002042442,0.0001023467,0.00009749062,0.0001094065,0.0002801638,0.0007777477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269382,"about_ca_system_score_gemma":0.00006807445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001557073,"about_ca_topic_score_gemma":0.0001189799,"domain_scores_codex":[0.9984653,0.0001040538,0.000226237,0.0002532646,0.0001922274,0.0007589152],"domain_scores_gemma":[0.9986903,0.000461104,0.00009437634,0.000425604,0.00002915565,0.0002994669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000195161,0.0001920036,0.90119,0.00006443393,0.00003362079,0.00003875028,0.0001051288,1.854393e-7,0.00990584,0.000127648,0.08709818,0.001048979],"study_design_scores_gemma":[0.0005632084,0.00008079413,0.6324036,0.0001491595,0.00003416808,0.00009463013,0.0000932791,0.00001716418,0.002684334,0.000007951451,0.3637415,0.0001301493],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411513,0.001964092,0.00001493256,0.05221244,0.0004828003,0.0003031231,0.000007747743,0.00008464151,0.003778951],"genre_scores_gemma":[0.9954801,0.0002926149,0.000528416,0.0003664242,0.0003650212,0.00002830586,0.00002449947,0.00003512426,0.00287946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2766433,"threshold_uncertainty_score":0.9996632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02320718569725454,"score_gpt":0.2811074469954481,"score_spread":0.2579002612981935,"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."}}