{"id":"W4378347423","doi":"10.1002/hon.3183","title":"Women in Lymphoma: A 4‐year journey in promoting gender equity","year":2023,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Snowdome Foundation","keywords":"Equity (law); Gender equity; Lymphoma; Political science; Gender studies; Medicine; Internal medicine; Sociology; Law","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"],"consensus_categories":[],"category_scores_codex":[0.01747545,0.0006902727,0.0008984546,0.001217279,0.01120784,0.01304744,0.001614825,0.007673463,0.01059164],"category_scores_gemma":[0.01941881,0.0004981253,0.000762336,0.001144091,0.009233109,0.01598225,0.01286396,0.01716356,0.002815087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005736999,"about_ca_system_score_gemma":0.01334651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004208072,"about_ca_topic_score_gemma":0.01320093,"domain_scores_codex":[0.9906139,0.005395271,0.0003388212,0.0004618726,0.001668116,0.00152194],"domain_scores_gemma":[0.9786851,0.00971924,0.0009740363,0.0004963365,0.002297104,0.007828147],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007449881,0.0001588936,0.002142004,0.001005527,0.00002256449,0.001053383,0.1160401,0.00004921145,0.0004989134,0.02527549,0.6076735,0.2460058],"study_design_scores_gemma":[0.000008819453,0.0001043443,0.0007924502,0.001868047,0.00001047174,0.001065376,0.04832724,0.00002959466,0.0001425633,0.00954335,0.938073,0.00003476173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005360437,0.116312,0.001014421,0.8415036,0.0251563,0.00004455148,0.00005103835,0.0001149252,0.01044269],"genre_scores_gemma":[0.117535,0.2370823,0.006514295,0.5480421,0.04872956,0.0003142341,0.0001943732,0.0004831989,0.0411049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9825246,"threshold_uncertainty_score":0.09242004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1743821584335879,"score_gpt":0.4082756117455758,"score_spread":0.2338934533119879,"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."}}