{"id":"W1972299974","doi":"10.3357/asem.2789.2010","title":"Flight Diversions Due to Onboard Medical Emergencies on an International Commercial Airline","year":2010,"lang":"en","type":"article","venue":"Aviation Space and Environmental Medicine","topic":"Travel-related health issues","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton General Hospital","funders":"","keywords":"Medical emergency; Telemedicine; Medicine; Air travel; Emergency medicine; Aviation; Health care; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002829854,0.0001672118,0.0002636201,0.0001731239,0.0001596038,0.000005145543,0.0001136889,0.0001852077,0.00557832],"category_scores_gemma":[0.0002004774,0.0001321854,0.00002829002,0.0000915765,0.0001921003,0.0001175735,0.00006901146,0.000472847,0.0002591403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006997672,"about_ca_system_score_gemma":0.00002337336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002048118,"about_ca_topic_score_gemma":0.0001663216,"domain_scores_codex":[0.9983497,0.00003120052,0.0002869956,0.0003071691,0.0008119849,0.0002129903],"domain_scores_gemma":[0.9988927,0.00006811349,0.00006715376,0.0002445442,0.00001519062,0.000712297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001593715,0.002062912,0.7073449,0.00007900735,0.0002440637,0.0004710393,0.01650295,0.00001749086,0.1158635,0.007242046,0.05340882,0.0951696],"study_design_scores_gemma":[0.002300349,0.001390807,0.9101823,0.0001209922,0.00007183495,0.00009466897,0.001182442,0.0002681286,0.001290023,0.00004420813,0.08289895,0.0001552725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8918784,0.0000454596,0.0001463462,0.1043382,0.001436737,0.0002871437,0.00002629336,0.00004872247,0.001792665],"genre_scores_gemma":[0.9877641,0.000450131,0.0006655151,0.008455097,0.001430068,0.00001369091,0.000401966,0.0000200017,0.0007994208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2028374,"threshold_uncertainty_score":0.9953307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493063296828068,"score_gpt":0.3089287301123952,"score_spread":0.2939980971441145,"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."}}