{"id":"W2888336422","doi":"10.1016/j.bja.2018.07.021","title":"Why gender matters in the operating room: recommendations for a research agenda","year":2018,"lang":"en","type":"editorial","venue":"British Journal of Anaesthesia","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"Ottawa Hospital Anesthesia Alternate Funds Association","keywords":"Political science; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.02021595,0.0001056112,0.0002995389,0.0002531242,0.001229963,0.0008283565,0.001619874,0.0003467835,0.0002176979],"category_scores_gemma":[0.003233485,0.0001020238,0.0001669604,0.0004163749,0.0003919581,0.000309937,0.00005476774,0.001372596,0.000007906955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519446,"about_ca_system_score_gemma":0.0009995252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005738784,"about_ca_topic_score_gemma":0.007045005,"domain_scores_codex":[0.9951513,0.001412388,0.000464435,0.0001865552,0.002329148,0.0004561365],"domain_scores_gemma":[0.9969553,0.001061689,0.0002784828,0.0001304042,0.001465269,0.0001088426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001468867,0.00004663653,0.00002018305,0.00002253149,0.00002489856,0.000268026,0.01050508,7.104611e-7,3.296502e-7,0.0000755015,0.9767976,0.01222377],"study_design_scores_gemma":[0.0004307387,0.0002344971,0.0000486016,0.0006074777,0.00003906744,0.00003486717,0.04754539,0.000001035209,2.625917e-7,0.0006007814,0.9503561,0.000101208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00281556,0.004045124,0.0003551056,0.1699312,0.8116598,0.001361215,0.0002180253,0.00002447788,0.009589463],"genre_scores_gemma":[0.001098398,0.007795962,0.001975543,0.009799937,0.9780269,0.0000241387,0.0000857557,0.00003835246,0.001155028],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1663671,"threshold_uncertainty_score":0.9460005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1271880533335567,"score_gpt":0.4092311738550418,"score_spread":0.2820431205214852,"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."}}