{"id":"W2562573612","doi":"10.2105/ajph.2016.303465","title":"Transgender Health: New Zealand’s Innovative Statistical Standard for Gender Identity","year":2016,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Transgender; Census; Government (linguistics); Gender identity; Identity (music); Population; Demographics; Political science; Public relations; Economic growth; Medicine; Sociology; Environmental health; Gender studies; Demography; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.09625177,0.0009691475,0.001198446,0.006107111,0.002151841,0.003360398,0.002778868,0.001340534,0.007710591],"category_scores_gemma":[0.2221584,0.0008388471,0.00180593,0.008966448,0.005266647,0.003317461,0.006056337,0.004755699,0.001952034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007574954,"about_ca_system_score_gemma":0.02342051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1793934,"about_ca_topic_score_gemma":0.1437616,"domain_scores_codex":[0.9150182,0.03995126,0.01253507,0.004629521,0.02626755,0.001598382],"domain_scores_gemma":[0.8922711,0.02820738,0.01312317,0.023121,0.04102464,0.002252742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008888291,0.0003099082,0.07911502,0.00165517,0.0004323825,0.0003214536,0.01227701,0.002138399,0.004081216,0.1005458,0.1872615,0.6109734],"study_design_scores_gemma":[0.0005656728,0.001202122,0.3547218,0.001651545,0.0003381777,0.0008652718,0.005377591,0.0109782,0.003934691,0.06152862,0.5583577,0.0004785706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07775684,0.002434476,0.7293341,0.03702582,0.008101443,0.01545609,0.02251188,0.002751928,0.1046274],"genre_scores_gemma":[0.2247699,0.001508819,0.7162913,0.006411565,0.001264123,0.02220038,0.00967173,0.0009333048,0.0169489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1793934,"threshold_uncertainty_score":0.5090341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1553218105666211,"score_gpt":0.4678110782745524,"score_spread":0.3124892677079314,"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."}}