{"id":"W3202375773","doi":"10.5195/jmla.2021.1189","title":"LGBTQ+ health research guides at North American health sciences libraries: a survey and content analysis","year":2021,"lang":"en","type":"article","venue":"Journal of the Medical Library Association JMLA","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Library science; Health care; Public health; Content analysis; World Wide Web; Medicine; Medical education; Psychology; Sociology; Nursing; Computer science; Political science; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01204695,0.0001280184,0.0007096315,0.0004336228,0.001047552,0.0002659552,0.0006854804,0.0001004641,0.0008508306],"category_scores_gemma":[0.006076924,0.0000866849,0.0002469658,0.00403661,0.0005524942,0.0005039928,0.0003877024,0.0009090577,0.00002060827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003903923,"about_ca_system_score_gemma":0.004166799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005094214,"about_ca_topic_score_gemma":0.006804688,"domain_scores_codex":[0.9868239,0.008769209,0.001192453,0.0002814294,0.002251104,0.0006818791],"domain_scores_gemma":[0.9933726,0.003332332,0.00182262,0.0002853176,0.0002985753,0.000888624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003811534,0.0001165469,0.7549775,0.00003719903,0.0003201987,0.00001331093,0.0008512054,0.000001816056,1.812765e-7,0.0007298106,0.2394476,0.003466563],"study_design_scores_gemma":[0.0004501706,0.000325744,0.9805396,0.00002693442,0.00004144742,0.00003625077,0.0005922487,0.00002431913,0.000001195966,0.0003463411,0.01754421,0.00007149619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6492844,0.004559318,0.0000209956,0.3434681,0.0008232978,0.0001142122,0.00008853272,0.00001522227,0.001625912],"genre_scores_gemma":[0.9090464,0.01269355,0.0004729086,0.04246271,0.001702625,0.000006775393,0.0000634861,0.00003478718,0.03351672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3010054,"threshold_uncertainty_score":0.9315999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2334348616057637,"score_gpt":0.4661087345798604,"score_spread":0.2326738729740966,"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."}}