{"id":"W2898972671","doi":"10.1016/s0140-6736(18)32268-2","title":"Differences in clinical practice guideline authorship by gender","year":2018,"lang":"en","type":"letter","venue":"The Lancet","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital; St. Michael's Hospital; University Health Network; Queen's University; University of Toronto","funders":"","keywords":"Guideline; Scopus; Family medicine; Medicine; MEDLINE; Clinical Practice; Gender diversity; Psychology; Pathology; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.01161696,0.0001498019,0.0005366412,0.0000375886,0.0002665306,0.0001426417,0.002015417,0.0007499014,0.0008731704],"category_scores_gemma":[0.004194582,0.00009920693,0.00008457872,0.0002001242,0.001046042,0.0001165333,0.0001603957,0.00223569,0.0002872234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005904934,"about_ca_system_score_gemma":0.0001770107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0018331,"about_ca_topic_score_gemma":0.000375086,"domain_scores_codex":[0.9954383,0.002050137,0.0004273641,0.0003122981,0.0012542,0.0005176484],"domain_scores_gemma":[0.997476,0.001552679,0.0002575717,0.0004750602,0.0001727139,0.00006595363],"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":[0.00002496393,0.00001721058,0.002728254,0.0000115763,0.00003403742,0.00006032062,0.004145264,1.206604e-8,7.248976e-8,0.0003698289,0.991747,0.0008614829],"study_design_scores_gemma":[0.0002914004,0.00003651381,0.0006488097,0.00003919752,0.00007271756,0.000001155033,0.003414717,0.00000201379,1.396281e-7,0.002597403,0.9927586,0.000137389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005814604,0.0004756583,0.00004241201,0.8533536,0.001907085,0.0001616357,0.0000497878,0.00004902657,0.1433793],"genre_scores_gemma":[0.001825663,0.0008711373,0.0004049012,0.9376267,0.04799491,0.000005448087,0.00009034396,0.00001057462,0.01117029],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1322091,"threshold_uncertainty_score":0.9713087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2360761373845017,"score_gpt":0.4327559160446185,"score_spread":0.1966797786601168,"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."}}