{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001344112,0.001276039,0.001187414,0.001659065,0.001572308,0.007171461,0.002028529,0.003639696,0.8670154],"category_scores_gemma":[0.004525449,0.0006683172,0.001002322,0.001350333,0.0009837525,0.002183341,0.004260314,0.002529682,0.8330858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119032,"about_ca_system_score_gemma":0.001761114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001662465,"about_ca_topic_score_gemma":0.002082082,"domain_scores_codex":[0.9984965,0.0002499773,0.00009817793,0.0004547536,0.0004526834,0.0002478801],"domain_scores_gemma":[0.9983206,0.0002325186,0.00008619029,0.000354579,0.0005296892,0.000476322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005028502,0.0002172839,0.001230808,0.0009336939,0.00005351223,0.0009700223,0.0001859744,0.0002424481,0.002271689,0.01185196,0.6744817,0.307058],"study_design_scores_gemma":[0.00002830542,0.0000342283,0.0004557349,0.0001002895,0.000003734774,0.0001873764,0.00004388036,0.00007308509,0.0002611272,0.0008807321,0.9979256,0.000005916898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001852361,0.003561768,0.002645153,0.004884867,0.01328325,0.0003169206,0.007155268,0.002689505,0.9636109],"genre_scores_gemma":[0.005068795,0.001505109,0.001092287,0.001171145,0.001240892,0.00009287019,0.003713263,0.0007797881,0.9853359],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1329846,"threshold_uncertainty_score":0.1896864,"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."}}