{"id":"W4380883747","doi":"10.1002/alz.068081","title":"Neuropsychiatric symptom progression in predementia frontotemporal dementia mutation carriers","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"C9orf72; Frontotemporal dementia; Geriatric Depression Scale; Dementia; Frontotemporal lobar degeneration; Clinical Dementia Rating; Longitudinal study; Depression (economics); Internal medicine; Medicine; Psychology; Montreal Cognitive Assessment; Oncology; Clinical psychology; Psychiatry; Cognition; Disease; Pathology; Depressive symptoms","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":[0.0006953481,0.0004510627,0.0004526335,0.001130286,0.0005837217,0.0006425894,0.0003178544,0.0004888186,0.001737442],"category_scores_gemma":[0.00239781,0.0002364956,0.0003472253,0.0007279761,0.0002444287,0.0004429228,0.0003514969,0.0003103314,0.0002033889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003710224,"about_ca_system_score_gemma":0.0002268235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009000422,"about_ca_topic_score_gemma":0.008408448,"domain_scores_codex":[0.9996816,0.00006588727,0.00003568304,0.0001249654,0.00004001318,0.00005195521],"domain_scores_gemma":[0.9991168,0.0002186536,0.0003940519,0.0000501236,0.00009614827,0.0001242506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004785395,0.0000481541,0.9962836,0.00000964941,0.00003940871,0.0003937518,0.00015513,0.00004161905,0.0005590699,0.00001063892,0.00006035479,0.00192023],"study_design_scores_gemma":[0.000008554681,0.0001070451,0.9990813,0.000003650651,0.00002432534,0.0004235892,0.00008948892,0.0001130531,0.00006948326,0.00002415861,0.0000523105,0.000003253615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996093,0.00008884681,0.00002809601,0.000007113681,0.000001736854,0.00000425048,0.0001557732,0.000002509985,0.0001023458],"genre_scores_gemma":[0.9995253,0.00003497218,0.00005794216,0.000006517219,0.000004308407,0.000006719751,0.0002740532,0.000001177609,0.00008916562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009000422,"threshold_uncertainty_score":0.01789606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03298803267432943,"score_gpt":0.3275091020508115,"score_spread":0.294521069376482,"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."}}