{"id":"W2099796015","doi":"","title":"So you think you can fly?: determining if your emergency department patient is fit for air travel.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Travel-related health issues","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Emergency department; Air travel; On the fly; Medical emergency; Medicine; Computer science; Aeronautics; Aviation; Engineering; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003213566,0.0003392192,0.0005183431,0.0001742699,0.0002574209,0.0000177904,0.0001621404,0.0002412263,0.0001172503],"category_scores_gemma":[0.0001714472,0.00030481,0.0002040951,0.0002215292,0.00003575622,0.00008303407,0.00002563375,0.0003074356,0.00002960844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002830129,"about_ca_system_score_gemma":0.0001438344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009790905,"about_ca_topic_score_gemma":0.00004016382,"domain_scores_codex":[0.996959,0.00003879745,0.0008187267,0.00056607,0.0004587899,0.001158634],"domain_scores_gemma":[0.9984167,0.00003398452,0.0002346205,0.0004999139,0.0001483696,0.0006664142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004189423,0.0005372149,0.008839092,0.0002300175,0.000179631,0.00007971815,0.01808394,0.00001554949,0.00007908534,0.0001162599,0.01876864,0.9526519],"study_design_scores_gemma":[0.003105486,0.001106644,0.913206,0.00008935509,0.0003241735,0.00005129817,0.0008702484,0.000292584,0.00469111,0.0005876944,0.07520179,0.0004735905],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673129,0.001640726,0.0001670501,0.0212981,0.001337406,0.005322502,0.0001567181,0.0002779631,0.002486621],"genre_scores_gemma":[0.9884865,0.00023048,0.001402255,0.00480982,0.0004430763,0.001506098,0.00008631944,0.00006016978,0.002975285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9521783,"threshold_uncertainty_score":0.9999404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05146242607550509,"score_gpt":0.3051732302490655,"score_spread":0.2537108041735603,"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."}}