{"id":"W4400194401","doi":"10.1080/26895269.2024.2370607","title":"Ensuring an inclusive, trans-led future for the field of trans health","year":2024,"lang":"en","type":"editorial","venue":"International Journal of Transgender Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Field (mathematics); Political science; Computer science; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002808397,0.0004226914,0.001035414,0.0006868482,0.0002803078,0.00009400246,0.001678923,0.0006944358,0.0003135135],"category_scores_gemma":[0.0001028382,0.0003246636,0.0008893654,0.0001944291,0.00008534028,0.0001962291,0.00002137454,0.002335758,0.000005662902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005361034,"about_ca_system_score_gemma":0.00489846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005410516,"about_ca_topic_score_gemma":0.005003505,"domain_scores_codex":[0.9944522,0.0005345962,0.002293896,0.0004411416,0.001624411,0.0006537171],"domain_scores_gemma":[0.9948524,0.001919548,0.001371541,0.0003993601,0.001035046,0.0004221009],"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":[0.00120037,0.0003611525,0.00003060559,0.002989622,0.001347735,0.00002872923,0.01920556,0.00003807944,0.000005902003,0.001541232,0.93034,0.04291103],"study_design_scores_gemma":[0.002697728,0.001915412,0.0004077579,0.0003839827,0.0002358195,0.00008454884,0.001056518,0.00001792827,0.000005020443,0.002065141,0.9908866,0.0002435914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002207444,0.02196449,0.01124891,0.1770152,0.7860914,0.0007128599,0.002180979,0.00002846931,0.0005369061],"genre_scores_gemma":[0.02218531,0.03039136,0.0004616056,0.005094533,0.9402483,0.00003815113,0.0002291716,0.0001512778,0.001200253],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1719207,"threshold_uncertainty_score":0.9999659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03363319153256943,"score_gpt":0.4682254338722298,"score_spread":0.4345922423396603,"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."}}