{"id":"W4312088109","doi":"10.1002/alz.061472","title":"Needs Assessment Study in a Dementia Colombian Population","year":2022,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Public Health and Social Inequalities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Dementia; Population; Needs assessment; Equity (law); Psychology; Public health; Medicine; Gerontology; Psychiatry; Nursing; Disease; Environmental health; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003397585,0.0001165781,0.0002029141,0.0002582846,0.001651986,0.0001219582,0.0003383113,0.00004899687,0.002124549],"category_scores_gemma":[0.00004238605,0.0001450852,0.00005590537,0.0008987199,0.00005281456,0.0003114955,0.0001810777,0.0002485196,0.00001202759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109007,"about_ca_system_score_gemma":0.0005062656,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07824769,"about_ca_topic_score_gemma":0.03316775,"domain_scores_codex":[0.9963143,0.001552106,0.0004736712,0.0002323301,0.0008486207,0.0005789024],"domain_scores_gemma":[0.9993758,0.00008516349,0.0001526269,0.000172069,0.00005168257,0.0001627201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001355386,0.0007442675,0.8741324,0.000001818031,0.001492667,0.000009191287,0.05248067,0.00002769434,0.000003243947,0.05591839,0.00251746,0.01265864],"study_design_scores_gemma":[0.001015628,0.0002982305,0.6523919,0.000002481278,0.001544349,2.545963e-7,0.2023245,0.00007966017,0.000001581099,0.002588591,0.1394363,0.000316587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646775,0.00448158,0.00002498625,0.003490988,0.001338641,0.00150283,0.00001754949,0.0001228449,0.02434316],"genre_scores_gemma":[0.9982372,0.00001614847,0.0001667072,0.0008507258,0.0001409932,0.0004613918,0.00005305228,0.00001401997,0.00005974298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2217406,"threshold_uncertainty_score":0.9996477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07506335122929855,"score_gpt":0.3954958891186331,"score_spread":0.3204325378893346,"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."}}