{"id":"W4289928945","doi":"10.1016/j.bpsc.2022.07.007","title":"Refining Research and Representation of Sexual and Gender Diversity in Neuroscience","year":2022,"lang":"en","type":"review","venue":"Biological Psychiatry Cognitive Neuroscience and Neuroimaging","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Douglas Mental Health University Institute","funders":"National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Transgender; Lesbian; Diversity (politics); Neuroimaging; Psychology; Gender diversity; Population; Sexual identity; Representation (politics); Human sexuality; Sociology; Neuroscience; Gender studies; Political science; Psychoanalysis","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":[0.003822989,0.0007563215,0.001842391,0.003864489,0.0005271163,0.002673439,0.001367924,0.002244784,0.003122863],"category_scores_gemma":[0.006259765,0.0003337662,0.0005709863,0.004020108,0.003041936,0.003184523,0.001509872,0.003230207,0.0006892965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002526965,"about_ca_system_score_gemma":0.006108519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008420312,"about_ca_topic_score_gemma":0.01693328,"domain_scores_codex":[0.9993246,0.0002611366,0.00008386985,0.0001262783,0.0001535929,0.00005061572],"domain_scores_gemma":[0.9966177,0.002666791,0.0001592359,0.00008387129,0.0004016591,0.00007076019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004959447,0.00004646213,0.0006811366,0.02145236,0.0001775533,0.0001064392,0.0003522615,0.0001870509,0.0004021489,0.03002126,0.02143819,0.9250856],"study_design_scores_gemma":[0.00002935631,0.00006022823,0.006220803,0.05542714,0.0004415282,0.001394733,0.0008302532,0.0001379998,0.0004266512,0.04724565,0.8877302,0.00005562493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008496694,0.9978745,0.0001313204,0.001094181,0.0001645271,0.000003116369,0.00001298554,0.000002793288,0.0006316028],"genre_scores_gemma":[0.001104468,0.9975315,0.0003080185,0.000594407,0.0002653544,0.00001017683,0.00001944772,0.000002049151,0.0001644794],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008420312,"threshold_uncertainty_score":0.02021813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.67680843876323,"score_gpt":0.5515780046672042,"score_spread":0.1252304340960259,"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."}}