{"id":"W4280597596","doi":"10.2196/36266","title":"Sexual Health Assessment Is Vital to Whole Health Models of Care","year":2022,"lang":"en","type":"article","venue":"JMIRx Med","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for Innovations in Quality, Effectiveness and Safety; U.S. Department of Veterans Affairs","keywords":"Reproductive health; Health care; Transgender; Sexual orientation; Human sexuality; Medicine; Health equity; Lesbian; Nursing; Psychology; Family medicine; Public health; Social psychology; Environmental health; Population; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006213606,0.0001644638,0.0004512593,0.0002365465,0.0004364312,0.00001656061,0.0003401721,0.00005747506,0.0008794481],"category_scores_gemma":[0.000007399873,0.0001817615,0.00007912597,0.0003808624,0.00003205927,0.00006943433,0.0001940382,0.0003784502,0.0001189856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007285613,"about_ca_system_score_gemma":0.001221125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04140231,"about_ca_topic_score_gemma":0.002389196,"domain_scores_codex":[0.9972603,0.0005256665,0.0005634537,0.0004359887,0.0005398939,0.0006746781],"domain_scores_gemma":[0.9985321,0.00004853703,0.0002668763,0.0006243197,0.00008141821,0.0004467691],"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":[0.00008518591,0.0004521745,0.00559081,0.0009210357,0.00004563241,0.000006765117,0.05045905,0.0001855614,0.00003285997,0.005786571,0.9205127,0.01592167],"study_design_scores_gemma":[0.004740148,0.01175021,0.1286262,0.00003839711,0.00004593242,0.00005759007,0.04658341,0.0003109047,0.0000117219,0.002909417,0.8040329,0.0008931419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5626242,0.003869713,0.0008895551,0.3848922,0.004096239,0.003253659,0.003490106,0.0002127562,0.03667152],"genre_scores_gemma":[0.9322008,0.00003589733,0.0005060807,0.03050202,0.0003895254,0.0004092094,0.0001871536,0.00005631769,0.03571302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3695765,"threshold_uncertainty_score":0.9649811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0695351200855423,"score_gpt":0.4625141999245287,"score_spread":0.3929790798389864,"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."}}