{"id":"W3200407929","doi":"10.2196/17913","title":"Development, Implementation, and Effectiveness of a Self-sustaining, Web-Based LGBTQ+ National Platform: A Framework for Centralizing Local Health Care Resources and Culturally Competent Providers","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Medicine, Indiana University","keywords":"Transgender; Lesbian; Mentorship; Health care; Population; Queer; Public health; Sexual orientation; Medicine; Public relations; Business; Nursing; Psychology; Medical education; Political science; Environmental health; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06767499,0.0008515043,0.0003647679,0.00320753,0.007123843,0.009272778,0.004357988,0.002735897,0.00256422],"category_scores_gemma":[0.03823773,0.0004862394,0.000955502,0.001175943,0.00764455,0.006669971,0.01469007,0.002574697,0.0004819756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01833273,"about_ca_system_score_gemma":0.1025461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01579471,"about_ca_topic_score_gemma":0.02157262,"domain_scores_codex":[0.9523769,0.03753445,0.001380806,0.001456167,0.003863452,0.003388196],"domain_scores_gemma":[0.9733385,0.009901777,0.002486442,0.002441947,0.004745758,0.007085551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000338473,0.009413366,0.0486973,0.002294575,0.0001798418,0.0006200539,0.05779563,0.007219326,0.003711724,0.136519,0.01702759,0.7161831],"study_design_scores_gemma":[0.002190846,0.01784189,0.1278882,0.01278253,0.0009378409,0.0009707619,0.3615739,0.06623895,0.01569052,0.1385881,0.2547636,0.0005329769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5450756,0.001654791,0.1830392,0.08674133,0.0005034028,0.04116967,0.0003981407,0.001234059,0.1401838],"genre_scores_gemma":[0.6861238,0.000553494,0.298715,0.002074501,0.00003225124,0.009242182,0.0001933361,0.00009428131,0.002971175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06767499,"threshold_uncertainty_score":0.3579038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07045133499136517,"score_gpt":0.4891809985334832,"score_spread":0.418729663542118,"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."}}