{"id":"W3206525635","doi":"10.1007/s00247-021-05213-6","title":"Gender trends in authorship of Pediatric Radiology publications and impact of the COVID-19 pandemic","year":2021,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Neuroradiology; Pediatric Radiology; Family medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; Radiology; Disease; Pathology; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.003325542,0.0001950546,0.0002966962,0.005622593,0.000798499,0.003005113,0.0007382921,0.0009305648,0.01491074],"category_scores_gemma":[0.03505895,0.0002057522,0.0003507707,0.00814878,0.0007553254,0.002785105,0.002203973,0.001223742,0.001797768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001641063,"about_ca_system_score_gemma":0.003436034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006322325,"about_ca_topic_score_gemma":0.01214208,"domain_scores_codex":[0.9954647,0.001094779,0.0006173619,0.0005712973,0.001148994,0.001102933],"domain_scores_gemma":[0.9325453,0.01495488,0.02919665,0.001881158,0.01009331,0.01132874],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003530399,0.00008666299,0.89936,0.0004646872,0.00008723381,0.0006584587,0.00844282,0.0001804944,0.001141229,0.007342062,0.02505716,0.05682606],"study_design_scores_gemma":[0.00001811111,0.00009855987,0.9441316,0.0005401199,0.00002035423,0.001305529,0.01138994,0.000192506,0.0004090084,0.001130954,0.04073187,0.00003143081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8943365,0.01583043,0.0004535781,0.03424168,0.001094838,0.00005303793,0.01610887,0.0001059595,0.03777506],"genre_scores_gemma":[0.9842025,0.005686994,0.0003286743,0.001446976,0.0009461927,0.00003303677,0.001977921,0.00007136507,0.005306273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9966745,"threshold_uncertainty_score":0.04988134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1163867661516149,"score_gpt":0.3780303125426713,"score_spread":0.2616435463910564,"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."}}