{"id":"W4414258663","doi":"10.1101/2025.09.12.25335643","title":"Disproportionate Mental Health Risks in Autistic Females: A Rapid Review with Quantitative and Narrative Syntheses","year":2025,"lang":"en","type":"review","venue":"medRxiv","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Amorfix (Canada); University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Autism; PsycINFO; Mental health; Narrative; Narrative review; Inclusion (mineral); Personality; Developmental disorder","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":[0.0171118,0.001778292,0.005717872,0.02592274,0.0009633004,0.003460609,0.002021414,0.001675726,0.009546],"category_scores_gemma":[0.05820086,0.001355389,0.005048843,0.01897171,0.001087248,0.003885816,0.002722906,0.001377417,0.0009294199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005154486,"about_ca_system_score_gemma":0.01597912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004868097,"about_ca_topic_score_gemma":0.01685369,"domain_scores_codex":[0.9873013,0.004255047,0.005403581,0.0006736775,0.002076657,0.0002897058],"domain_scores_gemma":[0.9452219,0.04056288,0.007654358,0.001174773,0.005104538,0.0002814402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007046697,0.000008905425,0.0001901403,0.9562638,0.001228165,0.0001522066,0.0004475547,0.00006923712,0.0003041739,0.0007270168,0.00431587,0.03622257],"study_design_scores_gemma":[0.00008189659,0.00007793974,0.0013395,0.9315561,0.008027934,0.0003329354,0.00055006,0.00005366829,0.0001621379,0.0006273223,0.05715904,0.00003145748],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00103151,0.9846402,0.001330856,0.001709552,0.0007216708,0.00599226,0.003151024,0.00006365649,0.001359213],"genre_scores_gemma":[0.008810819,0.9685389,0.005367026,0.001726711,0.0002597881,0.01361111,0.0009046381,0.00002001806,0.0007609172],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02592274,"threshold_uncertainty_score":0.0904969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1873528422600399,"score_gpt":0.449715979325974,"score_spread":0.2623631370659341,"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."}}