{"id":"W3048303946","doi":"10.1038/s41467-020-17794-1","title":"Elevated rates of autism, other neurodevelopmental and psychiatric diagnoses, and autistic traits in transgender and gender-diverse individuals","year":2020,"lang":"en","type":"article","venue":"Nature Communications","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":566,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Medical Research Council; Canadian Institutes of Health Research; Templeton World Charity Foundation; Centre for Addiction and Mental Health Foundation; Innovative Medicines Initiative; European Federation of Pharmaceutical Industries and Associations; Autism Speaks; University of Toronto; European Commission; Rosetrees Trust; National Institute for Health and Care Research; Simons Foundation Autism Research Initiative; Ontario Brain Institute; Department of Psychiatry, University of Toronto; Wellcome Trust","keywords":"Autism; Transgender; Autistic traits; Clinical psychology; Empathy; Psychology; Psychiatry; Autism spectrum disorder; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007427877,0.0002121664,0.000231993,0.0009368606,0.0006562897,0.000720031,0.0003088491,0.000335045,0.00248036],"category_scores_gemma":[0.00329277,0.0001486238,0.0003504349,0.000634467,0.0003111126,0.0003611429,0.0009373936,0.0003312196,0.0003370057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002093982,"about_ca_system_score_gemma":0.000224569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008151413,"about_ca_topic_score_gemma":0.0199159,"domain_scores_codex":[0.9994028,0.0001745361,0.00005696298,0.0002119985,0.00008021715,0.00007357763],"domain_scores_gemma":[0.9985039,0.0002329459,0.0007370053,0.0001863031,0.0001611266,0.0001786106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006270332,0.00001085047,0.9966748,0.00001347235,0.00004916218,0.0001004475,0.0004694559,0.00001908685,0.0006886046,0.00005120567,0.0001535305,0.001706814],"study_design_scores_gemma":[0.000002758529,0.00002880722,0.997163,0.00001965222,0.00002394323,0.0008144231,0.001264462,0.00007216885,0.0002044898,0.0001027106,0.0002981177,0.000005409506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986011,0.0001293167,0.0001183642,0.00005003193,0.000006300798,0.000004350696,0.0006293756,0.000003638944,0.0004574386],"genre_scores_gemma":[0.9986884,0.0001089919,0.0001843504,0.00006625307,0.000005489387,0.00001059855,0.0007108721,0.000003718799,0.0002212692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008151413,"threshold_uncertainty_score":0.01620793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08659901502344211,"score_gpt":0.3510936214850396,"score_spread":0.2644946064615975,"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."}}