{"id":"W2980339424","doi":"10.1016/j.jalz.2019.06.3048","title":"P3‐022: INDIVIDUALIZED SYMPTOM TRACKING WITH SYMPTOMGUIDE<sup>TM</sup> ALLOWS FOR CLINICALLY MEANINGFUL INTERPRETATION OF MMSE SCORE CHANGES IN A DEMENTIA DRUG TRIAL","year":2019,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Greenfield Research (Canada)","funders":"","keywords":"Dementia; Medicine; Donepezil; Cognition; Placebo; Vascular dementia; Physical therapy; Internal medicine; Psychiatry; Disease; Pathology","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":[0.005577947,0.0007557516,0.001377197,0.0003547279,0.0002055391,0.001010369,0.0005298806,0.001210638,0.03306553],"category_scores_gemma":[0.006145098,0.0004032374,0.001064988,0.0007413367,0.0004870057,0.0009524231,0.000578493,0.001372616,0.002811103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000223199,"about_ca_system_score_gemma":0.0006966727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003556703,"about_ca_topic_score_gemma":0.0009890245,"domain_scores_codex":[0.9966381,0.002575236,0.0001971936,0.0002226298,0.000213677,0.0001532756],"domain_scores_gemma":[0.9970543,0.001451838,0.0005666366,0.0004476932,0.0001505254,0.0003290672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8333741,0.003595348,0.0059418,0.0006829597,0.001560518,0.00009325391,0.0001183492,0.0009838681,0.004717255,0.0005945229,0.02462067,0.1237173],"study_design_scores_gemma":[0.7404493,0.09891076,0.1028073,0.000180002,0.00255209,0.0004477595,0.00006505776,0.01851655,0.006702019,0.002819608,0.02640481,0.0001446445],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8863358,0.002494365,0.02177618,0.002382362,0.000864198,0.01851653,0.02048452,0.00670293,0.04044312],"genre_scores_gemma":[0.9319956,0.0004260384,0.02419206,0.00107453,0.0004932306,0.02652342,0.005795753,0.0005541126,0.008945335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03306553,"threshold_uncertainty_score":0.1106152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03493324013665361,"score_gpt":0.3362594109401132,"score_spread":0.3013261708034596,"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."}}