{"id":"W2321858849","doi":"10.1212/wnl.78.1_meetingabstracts.p01.089","title":"Predictors of Severity of Cognitive Impairment in Rural Patients Presenting to a Memory Clinic (P01.089)","year":2012,"lang":"en","type":"article","venue":"Neurology","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; University of Saskatchewan","funders":"","keywords":"Cognitive impairment; Memory clinic; Medicine; Memory impairment; Cognition; Audiology; Gerontology; Psychology; Pediatrics; Psychiatry","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":[0.0002942198,0.0002245653,0.0001786353,0.0005978753,0.0004881204,0.0004358089,0.0002765325,0.0003104388,0.004228687],"category_scores_gemma":[0.001772164,0.0001653911,0.0002198048,0.0007294564,0.00030433,0.0002560133,0.0004031296,0.0005850318,0.0004334325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004193902,"about_ca_system_score_gemma":0.0007367458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02555511,"about_ca_topic_score_gemma":0.03855832,"domain_scores_codex":[0.9998173,0.00004137104,0.00002049949,0.0000251125,0.00003412077,0.00006160035],"domain_scores_gemma":[0.998384,0.0002095903,0.0007038083,0.00002866228,0.000164194,0.0005096676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004678093,0.00001949855,0.9990913,0.000004112085,0.000009370892,0.0001062796,0.00004861057,0.00002164592,0.0001325583,0.00000445955,0.0001191603,0.0003964436],"study_design_scores_gemma":[0.000005866964,0.00005357556,0.9991477,0.000004199141,0.000004343729,0.0003062442,0.0002949774,0.00009293887,0.00001845869,0.000006462504,0.00006307099,0.000002056299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999481,0.00003910669,0.00001240516,0.00005566048,0.000003325698,0.000004256246,0.0001317846,0.000001527418,0.0002709754],"genre_scores_gemma":[0.9997229,0.00001997438,0.00002233141,0.0000222434,0.00000575726,0.000003130028,0.0001193882,7.699933e-7,0.00008355673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02555511,"threshold_uncertainty_score":0.05081272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0630262074067767,"score_gpt":0.3874416993567981,"score_spread":0.3244154919500214,"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."}}