{"id":"W3131630035","doi":"10.4103/1673-5374.308079","title":"Biomarker-guided drug therapy: personalized medicine for treating Alzheimer’s disease","year":2021,"lang":"en","type":"article","venue":"Neural Regeneration Research","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Heart and Stroke Foundation; University of Ottawa","funders":"","keywords":"Medicine; Personalized medicine; Biomarker; Precision medicine; Drug; Disease; Pharmacology; Bioinformatics; Internal medicine; Pathology; Biology","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":[0.00379978,0.0008812484,0.001576068,0.002177988,0.0006474269,0.00467012,0.0009868776,0.002095935,0.0079822],"category_scores_gemma":[0.006784596,0.0003312139,0.0008997815,0.001449373,0.001465647,0.004023563,0.001958868,0.004369848,0.003603218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001318663,"about_ca_system_score_gemma":0.002826757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009487804,"about_ca_topic_score_gemma":0.002244895,"domain_scores_codex":[0.9982663,0.0006822349,0.0001555958,0.0002138061,0.00058684,0.00009538048],"domain_scores_gemma":[0.9971501,0.00119155,0.0004368692,0.0001870892,0.0006809138,0.0003535632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004308498,0.0002970878,0.003742508,0.002639846,0.0004128221,0.0003641268,0.0001634518,0.001316483,0.006926266,0.04419229,0.1728269,0.7666872],"study_design_scores_gemma":[0.000224057,0.0006537687,0.004866015,0.002657118,0.0004801098,0.001941869,0.0002500976,0.004973987,0.005742267,0.1299459,0.8480984,0.0001664383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008578321,0.5858097,0.08059403,0.2533024,0.01405631,0.0002302545,0.001654464,0.001997486,0.05377704],"genre_scores_gemma":[0.1741097,0.5880812,0.1061815,0.07688174,0.02614531,0.0003482763,0.001668116,0.0003922923,0.02619182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0079822,"threshold_uncertainty_score":0.02670312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2676591400306514,"score_gpt":0.4699187224282904,"score_spread":0.202259582397639,"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."}}