{"id":"W4200265675","doi":"10.1097/yco.0000000000000770","title":"Towards equitable diagnoses for autism and attention-deficit/hyperactivity disorder across sexes and genders","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Psychiatry","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Medical diagnosis; Autism; Autism spectrum disorder; Gestalt psychology; Psychiatric diagnosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002759322,0.0002202181,0.0002507052,0.0001038428,0.0004368215,0.0002060021,0.0001735275,0.00009234974,0.00004569238],"category_scores_gemma":[0.0002868428,0.0002286623,0.00007119399,0.0004159643,0.0001973391,0.0004210128,0.0003787102,0.0003345288,0.000007603526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004028585,"about_ca_system_score_gemma":0.0002016052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004830294,"about_ca_topic_score_gemma":0.00009193317,"domain_scores_codex":[0.9977048,0.0001476745,0.0002925675,0.0008322551,0.0003169152,0.0007057809],"domain_scores_gemma":[0.9992055,0.0002778445,0.00008490768,0.0002907689,0.00001307468,0.0001279041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005861388,0.0009615218,0.8379548,0.001066115,0.00001158261,0.00000150883,0.0004084805,0.00001502303,0.001092782,0.1188734,0.0008227534,0.03873334],"study_design_scores_gemma":[0.003753584,0.0001648123,0.9175736,0.0003684201,0.00001181264,0.00005625645,0.001605643,0.001527177,0.0002238498,0.06174883,0.01232591,0.0006401576],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961693,0.01810478,0.00200888,0.009363788,0.007795073,0.000604373,0.0001911187,0.00006482433,0.0001741135],"genre_scores_gemma":[0.9907069,0.008394157,0.0003672263,0.00005232907,0.0001317025,0.0002080796,0.00002876926,0.00003537862,0.00007552244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07961871,"threshold_uncertainty_score":0.9324577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07087075572047079,"score_gpt":0.399684597059617,"score_spread":0.3288138413391462,"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."}}