{"id":"W2612596202","doi":"10.1007/s10140-017-1510-x","title":"Assessing the gap in female authorship in the journal Emergency Radiology: trends over a 20-year period","year":2017,"lang":"en","type":"article","venue":"Emergency Radiology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton General Hospital; McMaster University","funders":"","keywords":"Medicine; Period (music); Emergency department; Radiology; General surgery; Medical emergency; Psychiatry","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009726302,0.0001733023,0.0003248766,0.0002022953,0.002360617,0.0001045374,0.002426554,0.000292265,0.005052468],"category_scores_gemma":[0.001299442,0.0001115813,0.0001464974,0.0003950549,0.0008565657,0.0004676924,0.0001229263,0.0009840857,0.00003686253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064944,"about_ca_system_score_gemma":0.0001648862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001677787,"about_ca_topic_score_gemma":0.009964877,"domain_scores_codex":[0.995385,0.002666952,0.0004584529,0.0002740202,0.00048923,0.0007263364],"domain_scores_gemma":[0.998873,0.0001380876,0.0003063759,0.0005250215,0.00004103637,0.000116454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003167318,0.00006261287,0.845703,0.000004353192,0.00003081143,0.0001147806,0.08571365,0.00001220633,0.00006141066,0.005344969,0.05903597,0.00388454],"study_design_scores_gemma":[0.0005661504,0.0001065516,0.8649094,0.00001641978,0.00004325846,0.00008077893,0.0705154,0.00003354665,7.750863e-7,0.006117933,0.05742104,0.0001887226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8884835,0.001655145,0.00003014749,0.01919417,0.005478848,0.0001360525,0.000003050348,0.00001567242,0.08500341],"genre_scores_gemma":[0.9924396,0.002424983,0.00002885695,0.0002380149,0.001454061,0.00001051711,0.000004915063,0.000009223342,0.003389886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.103956,"threshold_uncertainty_score":0.9989382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032291720415492,"score_gpt":0.4048977647795454,"score_spread":0.3016685927379963,"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."}}