{"id":"W2327707503","doi":"10.2514/6.2012-5240","title":"Compact MRI for Astronaut Physiological Research and Medical Diagnosis","year":2012,"lang":"en","type":"article","venue":"","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"COM DEV International; National Research Council Institute for Biodiagnostics; University of Saskatchewan","funders":"","keywords":"Computer science; Biomedical engineering; Engineering","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":[0.001220379,0.00009661243,0.0002850861,0.00007532385,0.00007309245,0.000005978094,0.00007250352,0.0002089357,0.001451954],"category_scores_gemma":[0.001195579,0.00005634169,0.00004672148,0.0000953548,0.000360115,0.00003887541,0.00006718976,0.0002743639,0.00009749537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003614819,"about_ca_system_score_gemma":0.00003986143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003241783,"about_ca_topic_score_gemma":0.00000533709,"domain_scores_codex":[0.9986845,0.0001231533,0.0001212025,0.0002025372,0.0002967936,0.0005717919],"domain_scores_gemma":[0.9976146,0.001597709,0.00001567243,0.000168165,0.00008477225,0.0005191292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004280189,0.0008313055,0.7036424,0.00007104014,0.00008136738,0.000008037129,0.00007729824,5.559496e-8,0.007360804,0.009084075,0.2734314,0.004984184],"study_design_scores_gemma":[0.002203908,0.003596901,0.8866117,0.00005257733,0.0000231942,0.00008346035,0.0001232416,0.0002263339,0.009158892,0.0003423641,0.09745745,0.0001199763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749698,0.0006244348,0.0003393686,0.01961008,0.0001308119,0.0007116123,0.000004146093,0.00006600036,0.003543728],"genre_scores_gemma":[0.9961417,0.0001356336,0.001399166,0.0008757531,0.0006539918,0.0001158811,0.00001898852,0.00001101996,0.0006478375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1829693,"threshold_uncertainty_score":0.9994609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1537143319826534,"score_gpt":0.460617701976611,"score_spread":0.3069033699939576,"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."}}