{"id":"W4399385297","doi":"10.1177/11206721241259806","title":"Gender inclusivity of ophthalmology journal submission guidelines and associated research metrics","year":2024,"lang":"en","type":"article","venue":"European Journal of Ophthalmology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of Alberta; University of Toronto; McMaster University; University of British Columbia","funders":"Michael Smith Health Research BC; Ögonfonden","keywords":"Inclusion (mineral); Gender equity; Guideline; Gender equality; Analytics; Impact factor; Medical education; Medicine; Psychology; Library science; Family medicine; Political science; Social science; Sociology; Gender studies; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03683978,0.0001226001,0.0003965629,0.000910903,0.0005479453,0.0001197735,0.0008375539,0.0001266374,0.000961066],"category_scores_gemma":[0.009575835,0.00009924838,0.0001459154,0.001048858,0.0009462555,0.0002686832,0.0004147131,0.001153906,0.00001789512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520815,"about_ca_system_score_gemma":0.0005749719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005745077,"about_ca_topic_score_gemma":5.764288e-7,"domain_scores_codex":[0.9916877,0.005474122,0.0007700815,0.0001888834,0.001442857,0.0004363129],"domain_scores_gemma":[0.9959,0.001037989,0.0003827501,0.0001199374,0.002214456,0.0003449032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0008262353,0.0009783703,0.183944,0.0003816255,0.001634579,0.5068179,0.05943342,0.0001143447,0.005631194,0.01078734,0.1905482,0.03890277],"study_design_scores_gemma":[0.004721739,0.009905264,0.2774374,0.001847545,0.0007178317,0.4429225,0.07123151,0.0001878106,0.000423581,0.03126504,0.1583263,0.001013447],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8904589,0.007258338,0.00009170255,0.002867555,0.002092423,0.00006527449,0.000005575408,0.000008617375,0.09715165],"genre_scores_gemma":[0.995901,0.0006994112,0.0005914358,0.00004179942,0.0008608419,9.299979e-8,0.000001156265,0.00001773413,0.001886509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1054422,"threshold_uncertainty_score":0.9999522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3112050692003835,"score_gpt":0.4585056168575166,"score_spread":0.1473005476571331,"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."}}