{"id":"W4205993144","doi":"10.1002/alz.054022","title":"The PRagmatic EValuation of evENTs And Benefits of Lipid‐lowering in oldEr adults (PREVENTABLE) trial: Study design and procedures for cognitive assessment and adjudication","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Medicine; Randomized controlled trial; Montreal Cognitive Assessment; Observational study; Mood; Gerontology; Cognitive decline; Cognitive test; Clinical trial; Physical therapy; Psychology; Psychiatry; Disease; Cognitive impairment; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0244462,0.004370492,0.007378607,0.001188305,0.00131987,0.001946705,0.001600831,0.004166056,0.01528643],"category_scores_gemma":[0.02973604,0.001460278,0.004560013,0.00157775,0.002147745,0.001862658,0.002065948,0.002886854,0.001635825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510281,"about_ca_system_score_gemma":0.004767485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001497107,"about_ca_topic_score_gemma":0.002514953,"domain_scores_codex":[0.9580808,0.03371174,0.003078328,0.002199187,0.001993412,0.000936422],"domain_scores_gemma":[0.9912088,0.003288145,0.002378027,0.001129781,0.001074785,0.0009204513],"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":[0.9156928,0.007246807,0.002313525,0.01143942,0.00771717,0.00017279,0.0002609561,0.001065858,0.001040434,0.004990414,0.01159798,0.03646179],"study_design_scores_gemma":[0.96057,0.02076354,0.002456124,0.000617663,0.002070234,0.00004825232,0.00005171395,0.001620724,0.0002147705,0.004028714,0.007487982,0.0000702074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.08476093,0.008009591,0.01947521,0.002387582,0.003070678,0.8649893,0.008222586,0.0004142371,0.00866992],"genre_scores_gemma":[0.08953518,0.00102687,0.01807714,0.001517828,0.0006206584,0.8857226,0.001177833,0.00003841696,0.002283506],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0244462,"threshold_uncertainty_score":0.1292855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05276975323394534,"score_gpt":0.3853777774667078,"score_spread":0.3326080242327624,"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."}}