{"id":"W4210928808","doi":"10.6000/2292-2598.2022.10.01.3","title":"Education and Environment Dementia Risk Factors: A Literature Review","year":2022,"lang":"en","type":"review","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Health and Well-being Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Risk factor; Cognitive reserve; Variety (cybernetics); Medicine; Disease; Psychology; Narrative review; Cognition; Gerontology; Psychiatry; Intensive care medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006297154,0.0005385658,0.001960111,0.0001176834,0.0002870728,0.00005717485,0.0001421101,0.0001644251,0.003326589],"category_scores_gemma":[0.0007480706,0.000328539,0.0006528863,0.0001846107,0.000173249,0.00006585951,0.00009986087,0.0005593078,0.00001905537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00064772,"about_ca_system_score_gemma":0.0001694764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001500597,"about_ca_topic_score_gemma":0.00001207234,"domain_scores_codex":[0.9965634,0.001142671,0.001269915,0.0004851521,0.0002452335,0.0002936755],"domain_scores_gemma":[0.9953248,0.003112838,0.000931203,0.0003550934,0.00003587848,0.0002401718],"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":[0.00001583488,0.002625925,0.005047779,0.007906525,0.001618507,0.00001012689,0.00384955,4.828999e-8,9.596077e-10,0.00001630716,0.01339738,0.965512],"study_design_scores_gemma":[0.000229354,0.001789998,0.00121516,0.01442399,0.004670482,0.0001343014,0.0004747986,5.888208e-8,7.501278e-8,0.00005506194,0.9767811,0.000225585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001544895,0.9959235,0.000001858041,0.0003378766,0.0005659668,0.001200951,0.0001760735,0.000007211973,0.0002416932],"genre_scores_gemma":[0.0002678805,0.9983727,0.0000436287,0.0001578602,0.0002094037,0.000746151,0.00007249588,0.00003056223,0.00009928079],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9652864,"threshold_uncertainty_score":0.9999167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06492102683859557,"score_gpt":0.3839202483969589,"score_spread":0.3189992215583633,"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."}}