{"id":"W4404453073","doi":"10.1016/j.ajo.2024.11.007","title":"Sex-Related Differences in Speaker Introductions at Ophthalmology Grand Rounds","year":2024,"lang":"en","type":"article","venue":"American Journal of Ophthalmology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; Kensington Health; University of Toronto","funders":"","keywords":"Optometry; Ophthalmology; Medicine; Audiology; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002883588,0.0001464262,0.0001715195,0.0007750239,0.0003677024,0.0007834887,0.0003677699,0.0003031274,0.0059304],"category_scores_gemma":[0.01903779,0.000138515,0.0002742645,0.0005217253,0.0003325364,0.0007331172,0.0006680675,0.0003127118,0.0005247731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746471,"about_ca_system_score_gemma":0.000408913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003021106,"about_ca_topic_score_gemma":0.005642527,"domain_scores_codex":[0.9978052,0.0007561966,0.0002352566,0.0003507507,0.0006436992,0.0002088705],"domain_scores_gemma":[0.9851552,0.005189346,0.006878376,0.0004560618,0.00101297,0.001308152],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001496439,0.00003634147,0.9874097,0.00007184426,0.00003900536,0.0001513292,0.002522383,0.00002149,0.0003639224,0.00005953396,0.0005445096,0.00863032],"study_design_scores_gemma":[0.000005636261,0.00009926577,0.9950654,0.00007081011,0.0000163954,0.0004499237,0.003105953,0.00009232499,0.0001451472,0.00004380962,0.0008962739,0.000009140933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971169,0.000630416,0.0002253299,0.00018454,0.00004369903,0.00001899926,0.0002809844,0.000006494023,0.0014925],"genre_scores_gemma":[0.998719,0.0002869079,0.0001640186,0.00006931215,0.00003710787,0.00001750039,0.0001391594,0.00000756516,0.0005593349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9971164,"threshold_uncertainty_score":0.01983917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02895658461151246,"score_gpt":0.3154211682650599,"score_spread":0.2864645836535475,"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."}}