{"id":"W2887298764","doi":"10.1097/01.eem.0000469318.84636.4c","title":"Special Report","year":2015,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Emergency department; Lesbian; Population; Family medicine; Medicine; Psychology; Psychiatry; Psychoanalysis","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006720133,0.0001677712,0.0002897243,0.0001553992,0.00008326337,0.000002309578,0.0002399954,0.00012633,0.0591065],"category_scores_gemma":[0.0005797814,0.000138109,0.00007071182,0.0003545497,0.00009054056,0.00007180054,0.0000363684,0.0002308859,0.004661956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005625193,"about_ca_system_score_gemma":0.0001404903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02874314,"about_ca_topic_score_gemma":0.00259127,"domain_scores_codex":[0.9979039,0.0001321161,0.0007653226,0.0003545766,0.0004090161,0.0004350357],"domain_scores_gemma":[0.9984644,0.00002111533,0.000212681,0.0006576303,0.0001494104,0.0004947743],"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":[0.00002595914,0.00005856816,0.1130972,0.0000289623,0.00001846347,0.0001540828,0.002374715,1.567918e-7,0.000005730974,0.003103201,0.878175,0.002957979],"study_design_scores_gemma":[0.0007738326,0.0002213334,0.06602121,0.000004697182,0.00005053768,0.0001524674,0.0005231713,6.32133e-7,4.996604e-7,0.00343388,0.9286851,0.000132677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0489695,0.001216699,0.00005413354,0.01565782,0.06747251,0.0001894197,0.000002646885,0.00008566428,0.8663516],"genre_scores_gemma":[0.01216158,0.0007250474,0.00005342903,0.001030727,0.1898364,0.00003561066,0.00005337584,0.00004911024,0.7960548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1223639,"threshold_uncertainty_score":0.996113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1563310419119356,"score_gpt":0.4597268229032788,"score_spread":0.3033957809913431,"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."}}