{"id":"W2169222919","doi":"","title":"Diagnosis and management of dementia in primary care: exploratory study.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Dementia; Medicine; Referral; Primary care; MEDLINE; Family medicine; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00143346,0.0004051995,0.0004862172,0.001079753,0.001439368,0.000916843,0.0004395131,0.0008897167,0.001524756],"category_scores_gemma":[0.004654589,0.0005328737,0.0005775352,0.001975352,0.0005127129,0.0005915649,0.0009338337,0.0006186158,0.000337988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001791711,"about_ca_system_score_gemma":0.002900145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0608834,"about_ca_topic_score_gemma":0.08641623,"domain_scores_codex":[0.9987634,0.0004332447,0.0001023135,0.0001408115,0.0002931396,0.0002671297],"domain_scores_gemma":[0.997354,0.0007549138,0.0007767462,0.0001501544,0.0005065232,0.0004576985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002154997,0.0006194744,0.9950187,0.00008414923,0.0000456728,0.0007168685,0.001053387,0.00002982446,0.00008286698,0.0000199599,0.0003005687,0.00181298],"study_design_scores_gemma":[0.000122729,0.001391494,0.9937857,0.00003937459,0.00004493976,0.001296332,0.002728263,0.0001464461,0.00003309989,0.00002733851,0.0003753087,0.000008897805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985481,0.0003146858,0.00004858567,0.00006519039,0.000004488016,0.0001239665,0.0003587512,0.000003291569,0.0005329674],"genre_scores_gemma":[0.9986168,0.000242974,0.0001949369,0.0001898024,0.00002477149,0.0001438674,0.0004809395,0.000001123496,0.0001047169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0608834,"threshold_uncertainty_score":0.121058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467146734667922,"score_gpt":0.2636658281823977,"score_spread":0.2389943608357185,"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."}}