{"id":"W2889155419","doi":"10.1186/s41073-018-0050-6","title":"Beyond sex and gender difference in funding and reporting of health research","year":2018,"lang":"en","type":"article","venue":"Research Integrity and Peer Review","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Institute of Gender and Health; Secretaría de Estado de Investigación, Desarrollo e Innovación; Narodowe Centrum Badań i Rozwoju; Medical Research Council; National Institutes of Health; Latvijas Zinātnes Padome; Vlaamse regering; Norges Forskningsråd; Agentúra na Podporu Výskumu a Vývoja; Danmarks Frie Forskningsfond; Centre National de la Recherche Scientifique; Lietuvos Mokslo Taryba; Hrvatska Zaklada za Znanost; Vetenskapsrådet; Canadian Institutes of Health Research; Fonds Wetenschappelijk Onderzoek; Ministero dell’Istruzione, dell’Università e della Ricerca; Academy of Finland; Eesti Teadusagentuur; Rannís; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Irish Research Council; Malta Council for Science and Technology; Icelandic Centre for Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Javna Agencija za Raziskovalno Dejavnost RS; Hungarian Scientific Research Fund; Fonds De La Recherche Scientifique - FNRS; Research Councils UK; Grantová Agentura České Republiky; Israel Science Foundation; Research Promotion Foundation; Fonds National de la Recherche Luxembourg; Deutsche Forschungsgemeinschaft; National Science Foundation; Science Foundation Ireland; Fundação para a Ciência e a Tecnologia; ZonMw; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Agence Nationale de la Recherche","keywords":"Inclusion (mineral); Scholarship; Gender analysis; Publishing; Consistency (knowledge bases); Political science; Inclusion–exclusion principle; Public relations; Psychology; Sociology; Gender studies; Politics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2947128,0.0006219314,0.001147628,0.01007369,0.004857565,0.01181946,0.002999606,0.002288284,0.007044751],"category_scores_gemma":[0.5772628,0.0005991314,0.001053416,0.01438346,0.01695245,0.01282019,0.01109467,0.002503277,0.0008939706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008075249,"about_ca_system_score_gemma":0.02435997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01551466,"about_ca_topic_score_gemma":0.01071976,"domain_scores_codex":[0.5473471,0.3300816,0.04431703,0.01682332,0.05437022,0.007060761],"domain_scores_gemma":[0.2951795,0.4774899,0.1201629,0.04778757,0.05267799,0.00670212],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000502456,0.00008377902,0.2417239,0.007229236,0.00072192,0.0004376957,0.1900266,0.0006924731,0.0009808403,0.2853816,0.02331073,0.2489088],"study_design_scores_gemma":[0.0001791866,0.0003830793,0.1982237,0.02831112,0.00061755,0.001277084,0.1272625,0.001467449,0.002977639,0.2819366,0.3569975,0.0003666757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3814376,0.08004563,0.07163148,0.2368049,0.007721956,0.001752368,0.008641899,0.000284293,0.2116799],"genre_scores_gemma":[0.9524761,0.01004254,0.01551362,0.01359715,0.002189932,0.001478108,0.0009805479,0.000151374,0.003570508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7052872,"threshold_uncertainty_score":0.8697447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.839745605306376,"score_gpt":0.6353264997642469,"score_spread":0.2044191055421291,"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."}}