{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002258631,0.0005354957,0.0005284081,0.003136768,0.002353835,0.0009079579,0.0006383586,0.0008141385,0.003571474],"category_scores_gemma":[0.004547659,0.0002883281,0.0004844134,0.001812533,0.0006413326,0.0006964964,0.001762802,0.0006100127,0.0002283614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005656346,"about_ca_system_score_gemma":0.003778036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08741752,"about_ca_topic_score_gemma":0.1122665,"domain_scores_codex":[0.998518,0.0006783319,0.0001746342,0.0001450885,0.0001800982,0.0003037944],"domain_scores_gemma":[0.9975283,0.0005618327,0.0004926788,0.0001085652,0.0008895628,0.0004191086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005839051,0.003593751,0.8200682,0.001867016,0.0001210834,0.004192854,0.09737342,0.0002975252,0.001276228,0.001411804,0.005569986,0.06364433],"study_design_scores_gemma":[0.0001642977,0.001386941,0.7866699,0.0005579893,0.00007954412,0.001183242,0.1973467,0.0007176928,0.0002739193,0.0005119336,0.01102867,0.00007911999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951001,0.0004485601,0.0002915493,0.0004324119,0.00002134269,0.001060837,0.0006251184,0.000004013332,0.00201613],"genre_scores_gemma":[0.993378,0.0004846125,0.001351235,0.0003248992,0.00002475282,0.002579563,0.000828372,0.000002895396,0.001025658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08741752,"threshold_uncertainty_score":0.1738174,"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."}}