{"id":"W2439191318","doi":"10.1017/s1092852900026961","title":"Short Clinical Assessments Applicable to Busy Practices","year":2008,"lang":"en","type":"article","venue":"CNS Spectrums","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Sherbrooke","funders":"","keywords":"Dementia; Cognition; Test (biology); Verbal fluency test; Recall; Cognitive test; Medicine; Fluency; Psychology; Clinical psychology; Psychiatry; Neuropsychology; Disease; Cognitive psychology; Pathology","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":[0.008365504,0.001443118,0.001538281,0.002986304,0.001361829,0.001614375,0.001490357,0.001519059,0.03945786],"category_scores_gemma":[0.0498935,0.0005906961,0.001000333,0.002359869,0.0004639441,0.001576957,0.002534831,0.002044976,0.02971179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001401225,"about_ca_system_score_gemma":0.004193949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002309285,"about_ca_topic_score_gemma":0.00452258,"domain_scores_codex":[0.9900085,0.003911729,0.001979382,0.0006505472,0.002984163,0.000465636],"domain_scores_gemma":[0.9647688,0.009487684,0.003919411,0.00274134,0.01612433,0.002958442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000851643,0.001732165,0.02651558,0.0009128303,0.00008729519,0.0006539907,0.0007883783,0.0006559339,0.001303786,0.001196046,0.2448239,0.7204785],"study_design_scores_gemma":[0.001910509,0.004810624,0.3041818,0.003643253,0.0002130017,0.005732522,0.002788097,0.003556341,0.002233641,0.01370232,0.6569427,0.0002852007],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.132668,0.01585128,0.1500862,0.02462708,0.007416725,0.07701195,0.03888787,0.01566267,0.5377882],"genre_scores_gemma":[0.2819996,0.02705592,0.3733198,0.01359931,0.006328593,0.1387558,0.03550741,0.001489753,0.1219439],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03945786,"threshold_uncertainty_score":0.1319997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481700086818484,"score_gpt":0.5029249490679722,"score_spread":0.3547549403861239,"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."}}