{"id":"W2731542435","doi":"10.1093/geroni/igx004.4097","title":"DO WE NEED A GLOBAL DEMENTIA-FRIENDLY SYMBOL?","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Symbol (formal); Dementia; Psychology; Medicine; Computer science; Pathology","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":[0.01404795,0.0005294515,0.0008490442,0.001163582,0.004950536,0.01115593,0.001446443,0.005982006,0.01188589],"category_scores_gemma":[0.04086618,0.0003775571,0.0008267179,0.001548196,0.007651249,0.02507237,0.009383074,0.008991061,0.003062948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004656915,"about_ca_system_score_gemma":0.01405831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008321301,"about_ca_topic_score_gemma":0.01423432,"domain_scores_codex":[0.9900406,0.005473097,0.000498579,0.0004942556,0.001746632,0.00174691],"domain_scores_gemma":[0.9750082,0.006866226,0.001825757,0.0008352412,0.00480818,0.01065641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001496381,0.0002016313,0.02411372,0.00338129,0.00008847281,0.002214934,0.1735435,0.00008145516,0.001102838,0.04842335,0.4994736,0.2472255],"study_design_scores_gemma":[0.00005113517,0.0002155595,0.009605348,0.004664348,0.00007121623,0.001728162,0.3303082,0.0001185292,0.0004950548,0.01468683,0.6379188,0.0001367968],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04791608,0.01605834,0.002073358,0.8970063,0.007274452,0.0000847941,0.0001917091,0.0001344482,0.02926062],"genre_scores_gemma":[0.5815246,0.03738549,0.009997563,0.3507171,0.001984111,0.0003667219,0.0006850412,0.0002691641,0.01707028],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01404795,"threshold_uncertainty_score":0.07429355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03283380589205133,"score_gpt":0.3732025543975327,"score_spread":0.3403687485054814,"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."}}