{"id":"W4221036217","doi":"10.1186/s13195-022-00958-0","title":"Cognitive composites for genetic frontotemporal dementia: GENFI-Cog","year":2022,"lang":"en","type":"article","venue":"Alzheimer s Research & Therapy","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; Occupational Cancer Research Centre; Health Sciences Centre; McGill University Health Centre; Sunnybrook Health Science Centre; Université Laval","funders":"Medical Research Council; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Stichting Dioraphte; Wolfson Foundation; UK Dementia Research Institute; National Institute for Health and Care Research; Alzheimer Nederland; Brain Research UK; Alzheimer's Society; Agence Nationale de la Recherche","keywords":"Frontotemporal dementia; Medicine; Logistic regression; Cognition; Neuropsychology; C9orf72; Internal medicine; Clinical trial; Dementia; Oncology; Psychology; Clinical psychology; Psychiatry; Disease","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":[0.006629851,0.001245176,0.001304179,0.001178995,0.0002388863,0.0006367302,0.001004851,0.0005070669,0.00299517],"category_scores_gemma":[0.007396906,0.0001910342,0.002126038,0.0006535829,0.0003779401,0.0003079215,0.0005948237,0.001001381,0.0005989173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001110562,"about_ca_system_score_gemma":0.001547199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549315,"about_ca_topic_score_gemma":0.003756233,"domain_scores_codex":[0.9990426,0.0004747986,0.00008508653,0.0001055207,0.0002292126,0.00006283874],"domain_scores_gemma":[0.9973144,0.001341444,0.0006921432,0.0001327929,0.000309971,0.0002092582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1649678,0.004389525,0.3469031,0.005970516,0.009870936,0.0004060944,0.000455085,0.02356446,0.004951696,0.002168729,0.05117729,0.3851747],"study_design_scores_gemma":[0.02837874,0.0255981,0.8800929,0.0007335726,0.007470333,0.001127915,0.0001279873,0.01849962,0.004380638,0.00812263,0.02525505,0.0002124036],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932764,0.01387469,0.01053597,0.002021688,0.0003924731,0.007130881,0.01894726,0.001352798,0.01298015],"genre_scores_gemma":[0.9109656,0.003751564,0.04667262,0.001187088,0.0002425102,0.01570068,0.01810658,0.0001378637,0.003235537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006629851,"threshold_uncertainty_score":0.03506243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2150165398587048,"score_gpt":0.4302514149346408,"score_spread":0.215234875075936,"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."}}