{"id":"W4399275430","doi":"10.1002/alz.13891","title":"Decentralized clinical trials for medications to reduce the risk of dementia: Consensus report and guidance","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute on Aging; Alzheimer's Association","keywords":"Dementia; Clinical trial; Medicine; Intensive care medicine; Consensus conference; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0319459,0.0001055029,0.0003247966,0.00008340863,0.0003994263,0.0001162168,0.000437313,0.0001184887,0.0001848808],"category_scores_gemma":[0.01305859,0.00007761767,0.0002002115,0.0004066088,0.000704246,0.00005844776,0.0001289424,0.0001793549,0.00001416302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007641804,"about_ca_system_score_gemma":0.0005102874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024786,"about_ca_topic_score_gemma":0.0004553121,"domain_scores_codex":[0.9957947,0.001587405,0.001266725,0.0004044326,0.0005904614,0.0003562405],"domain_scores_gemma":[0.992609,0.006118442,0.0003318819,0.0004425343,0.0003019313,0.0001962746],"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":[0.000154571,0.0001602753,0.0111649,0.00002165483,0.03049426,0.00004803301,0.004487759,0.000003149609,0.001092853,0.0418116,0.6289189,0.281642],"study_design_scores_gemma":[0.0003984422,0.0000843611,0.004328942,0.00006454997,0.01571634,0.000009455195,0.001067666,0.0001465155,0.003884356,0.007797573,0.9663376,0.0001642019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05461694,0.6337075,0.03954164,0.2416232,0.005711674,0.01401924,0.0003880679,0.0006757731,0.009716005],"genre_scores_gemma":[0.9744213,0.002415046,0.02207923,0.0002170821,0.0002953776,0.0004776367,0.000008839995,0.00001997801,0.00006546218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9198044,"threshold_uncertainty_score":0.9968154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3425407709918113,"score_gpt":0.5612745333700554,"score_spread":0.2187337623782441,"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."}}