{"id":"W2136421613","doi":"10.7205/milmed-d-10-00335","title":"Anaphylaxis: Assessment of a Disease-Based Military Medical Standard","year":2011,"lang":"en","type":"article","venue":"Military Medicine","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Medicine; Medical prescription; Anaphylaxis; Disease; Population; Chart; Military personnel; Medical record; Military medicine; Allergy; Environmental health; Internal medicine; Immunology; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01304999,0.0004191775,0.000777529,0.003854935,0.0004636032,0.001979791,0.0008674576,0.0007637132,0.001434087],"category_scores_gemma":[0.04648238,0.0001771409,0.001128088,0.001931344,0.0006216789,0.001381264,0.001332298,0.0006160027,0.0002370998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002381848,"about_ca_system_score_gemma":0.002693746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007627065,"about_ca_topic_score_gemma":0.008239885,"domain_scores_codex":[0.99053,0.003860198,0.0009913278,0.0005437108,0.00384318,0.0002317466],"domain_scores_gemma":[0.9783232,0.008757591,0.005514436,0.001041257,0.00584219,0.000521338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003580288,0.000167491,0.8486342,0.0007793328,0.0003666164,0.0002327319,0.0007546557,0.007775452,0.001179428,0.008818362,0.002821503,0.1281122],"study_design_scores_gemma":[0.0000429794,0.001465763,0.917027,0.0004435845,0.0004465974,0.001562335,0.001180496,0.05700926,0.001795719,0.008631554,0.01031486,0.00007991405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8443427,0.01084855,0.09270068,0.006981545,0.0002488429,0.0009560718,0.002280691,0.0003587174,0.04128219],"genre_scores_gemma":[0.9833354,0.0009953653,0.01448228,0.0001744779,0.00004652554,0.00006535374,0.0004234779,0.000008741707,0.0004682724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01304999,"threshold_uncertainty_score":0.06901574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04011651235180374,"score_gpt":0.3363588800995797,"score_spread":0.296242367747776,"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."}}