{"id":"W4390201072","doi":"10.1002/alz.078628","title":"Sex prevalence in mild behavioral impairment: a systematic review and meta‐analysis","year":2023,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"PsycINFO; Dementia; MEDLINE; Meta-analysis; Medicine; Cognitive impairment; Cognition; Clinical psychology; Psychiatry; Disease; Internal medicine","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":[0.01365249,0.002502707,0.01776897,0.006705356,0.000683014,0.003723277,0.002067353,0.002035027,0.004881114],"category_scores_gemma":[0.03364341,0.001273852,0.03139906,0.00746798,0.0007499505,0.001998553,0.001552937,0.001633154,0.0003447758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002655478,"about_ca_system_score_gemma":0.003756161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006514038,"about_ca_topic_score_gemma":0.01598823,"domain_scores_codex":[0.9908698,0.003880849,0.002930821,0.001033074,0.0009676397,0.0003177433],"domain_scores_gemma":[0.9765752,0.01809363,0.003261557,0.0005232274,0.001343496,0.0002029376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001340328,0.00002532287,0.003541482,0.5555331,0.4256129,0.0001325372,0.0001051794,0.0003016778,0.0001295079,0.0001270191,0.0006390013,0.01251194],"study_design_scores_gemma":[0.0004830871,0.000192086,0.005020357,0.06024855,0.9314468,0.0001314152,0.00005728984,0.0001534978,0.0001012883,0.0002044547,0.001934937,0.0000263172],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002948112,0.9954027,0.0003347414,0.0001229475,0.00009672923,0.0003190164,0.0005415201,0.00001577731,0.0002185011],"genre_scores_gemma":[0.1158576,0.8781083,0.001876363,0.0008330281,0.0002780299,0.001859293,0.0008469633,0.00002629773,0.0003141377],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01776897,"threshold_uncertainty_score":0.07220215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1465369894365628,"score_gpt":0.4265998099426001,"score_spread":0.2800628205060373,"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."}}