{"id":"W4413631020","doi":"10.64628/aam.ayxpndsce","title":"Most trans and non-binary youth are supported and healthy despite stigma and discrimination","year":2021,"lang":"en","type":"article","venue":"","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Stigma (botany); Psychology; Developmental psychology; Social psychology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008467674,0.0001309415,0.0003502,0.0006193414,0.002578431,0.002517102,0.0004298677,0.0007063356,0.01455853],"category_scores_gemma":[0.001940318,0.0001322387,0.0002145393,0.0005609829,0.0006519507,0.001182624,0.001454227,0.001478712,0.002433892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000508132,"about_ca_system_score_gemma":0.001179994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282185,"about_ca_topic_score_gemma":0.03097512,"domain_scores_codex":[0.9993049,0.0001136349,0.00001607206,0.00004838972,0.0001233772,0.0003935991],"domain_scores_gemma":[0.997997,0.0001262258,0.0003811386,0.0001135762,0.0003698696,0.001012107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002325591,0.0009124597,0.7517042,0.000108215,0.00005370199,0.0009260762,0.02619985,0.00005664395,0.003451296,0.00688862,0.01478252,0.1946838],"study_design_scores_gemma":[0.00004094269,0.0005645839,0.8479796,0.0003195234,0.0001028799,0.001989065,0.08186283,0.0002222996,0.001264483,0.003960419,0.06165389,0.00003938998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640594,0.000454696,0.0003498899,0.002132141,0.0001138243,0.00004060136,0.0004402461,0.00004136031,0.03236799],"genre_scores_gemma":[0.9832518,0.0003198082,0.0003127239,0.001077385,0.00002397112,0.00003703736,0.0002760076,0.0000179222,0.01468322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01455853,"threshold_uncertainty_score":0.04870313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04550922806049268,"score_gpt":0.3540607131462057,"score_spread":0.308551485085713,"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."}}