{"id":"W3104533249","doi":"10.1093/brain/awaa403","title":"OUP accepted manuscript","year":2020,"lang":"en","type":"article","venue":"Brain","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Avid Radiopharmaceuticals; Wallenberg Centre for Molecular and Translational Medicine; UK Dementia Research Institute; Vetenskapsrådet; British Heart Foundation; University College London; National Institute for Health and Care Research; Brain Research Trust; California State University, Bakersfield; Alzheimer's Drug Discovery Foundation; Brain Research UK; Alzheimerfonden; Weston Brain Institute; Wellcome Trust; Engineering and Physical Sciences Research Council; Gun och Bertil Stohnes Stiftelse; BrightFocus Foundation; Eli Lilly and Company","keywords":"Concordance; Amyloid (mycology); Medicine; Standardized uptake value; Dementia; Internal medicine; Confidence interval; Cohort; Oncology; Population; Pathology; Positron emission tomography; Nuclear medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009230618,0.00006043964,0.0001000317,0.0000329643,0.00002859518,0.00001813799,0.00005801854,0.00002597674,0.005972192],"category_scores_gemma":[0.0002268653,0.00005092813,0.00005021444,0.0001569969,0.00002843073,0.00004231179,0.00004829754,0.0001093286,0.001026813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001135581,"about_ca_system_score_gemma":0.000039339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004375491,"about_ca_topic_score_gemma":4.770119e-7,"domain_scores_codex":[0.9993153,0.00002940052,0.00008633303,0.0001529164,0.000231186,0.0001848852],"domain_scores_gemma":[0.9996316,0.00002481448,0.00001218406,0.00008284693,0.00004430338,0.0002042315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004171375,0.0002112839,0.1183478,0.0001372094,0.0001106987,0.0004521927,0.0005791861,1.156463e-7,0.1185927,0.0003672449,0.6168505,0.1439339],"study_design_scores_gemma":[0.002712771,0.0008071308,0.5636513,0.00002676463,0.00003497376,0.00001998602,0.0004029135,0.00024395,0.02133939,0.00007457161,0.4105715,0.0001146637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7439275,0.00009107457,0.0008907857,0.1079317,0.00005231526,0.0004196241,0.000005324498,0.0001214387,0.1465602],"genre_scores_gemma":[0.9663259,0.000005434642,0.0002052132,0.02427724,0.0001755684,0.00001450485,0.00002481407,0.00001061245,0.008960743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4453036,"threshold_uncertainty_score":0.999751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0477695464622278,"score_gpt":0.3252217970429194,"score_spread":0.2774522505806916,"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."}}