{"id":"W3195314083","doi":"10.21203/rs.3.rs-806031/v1","title":"Adjudicating mild cognitive impairment due to Alzheimer’s disease as a novel endpoint event in the TOMMORROW prevention clinical trial","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Cognitive impairment; Disease; Cognition; Medicine; Event (particle physics); Alzheimer's disease; Clinical trial; Psychology; Physical medicine and rehabilitation; Internal medicine; Psychiatry; Physics","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":[0.1701768,0.0007795179,0.003423499,0.001263681,0.001435034,0.003078803,0.00172537,0.002617117,0.004051836],"category_scores_gemma":[0.1669402,0.0004432242,0.002249456,0.001650781,0.001997763,0.001557305,0.001635558,0.00321073,0.0007658664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382794,"about_ca_system_score_gemma":0.004980041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005530962,"about_ca_topic_score_gemma":0.001354713,"domain_scores_codex":[0.7383766,0.2182089,0.02079992,0.007733958,0.01312271,0.001757984],"domain_scores_gemma":[0.7659287,0.1228549,0.06113838,0.02527778,0.02022171,0.004578561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.5123717,0.003117846,0.06225023,0.04030903,0.02639003,0.0005632904,0.002054348,0.001714771,0.008738561,0.01629935,0.0566516,0.2695393],"study_design_scores_gemma":[0.4625689,0.05238743,0.1879006,0.02623862,0.03014843,0.001909337,0.0008388149,0.01621168,0.02145751,0.03300564,0.1666964,0.0006365934],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.5754207,0.1354114,0.06913833,0.0168009,0.01159255,0.1474044,0.009498222,0.0005671869,0.03416631],"genre_scores_gemma":[0.8605384,0.006800465,0.04311593,0.004482479,0.004097319,0.07581741,0.002151245,0.00009386874,0.002902892],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1701768,"threshold_uncertainty_score":0.8999915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2243486581509277,"score_gpt":0.5363568115733285,"score_spread":0.3120081534224007,"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."}}