{"id":"W4295422317","doi":"10.1007/s00239-022-10072-2","title":"Origin of Sex-Biased Mental Disorders: Do Males and Females Experience Different Selective Regimes?","year":2022,"lang":"en","type":"article","venue":"Journal of Molecular Evolution","topic":"Sex and Gender in Healthcare","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Mental health; Disease; Biology; Affect (linguistics); Demography; Mechanism (biology); Sex characteristics; Sexual dimorphism; Incidence (geometry); Sex ratio; Sexual selection; Clinical psychology; Psychology; Psychiatry; Population; Evolutionary biology; Genetics; Zoology; Medicine; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002055443,0.00009594714,0.0002387792,0.0001474128,0.0001049425,0.000005723097,0.00006617924,0.00003456808,0.00003955809],"category_scores_gemma":[0.00004994278,0.00008220725,0.00009717769,0.0001467075,0.00006335571,0.00005417093,0.00004299925,0.0002351702,2.043917e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519933,"about_ca_system_score_gemma":0.0001125812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002813997,"about_ca_topic_score_gemma":0.000003436299,"domain_scores_codex":[0.9987752,0.0001613953,0.0003115091,0.0001417404,0.0004738649,0.0001362929],"domain_scores_gemma":[0.9994119,0.00003197544,0.0002484932,0.0001198738,0.00009369625,0.00009401514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001882151,0.0009144714,0.6714943,0.0003384879,0.0003543363,0.0001876814,0.0171606,0.000179221,0.291294,0.001056952,0.0007657392,0.01437208],"study_design_scores_gemma":[0.00713649,0.007735128,0.807646,0.0003949344,0.0003046887,0.003500733,0.07215851,0.001026663,0.08922828,0.003999786,0.006417321,0.0004514928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911885,0.006566523,0.001003713,0.0007245151,0.0001873827,0.0001948768,0.000006868053,0.000005673418,0.0001219396],"genre_scores_gemma":[0.9992721,0.0001845057,0.0003279102,0.0000861279,0.0000494919,0.000009492478,0.000005143563,0.0000103148,0.00005491983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2020657,"threshold_uncertainty_score":0.3352314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0314033356821444,"score_gpt":0.3244296767279255,"score_spread":0.2930263410457811,"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."}}