{"id":"W7116888631","doi":"10.1002/alz70861_108466","title":"Real World Lecanemab Outcome Data at 6 months in an Academic Healthcare System","year":2025,"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":"","funders":"","keywords":"Interim; Outcome (game theory); Depression (economics); Clinical trial; Longitudinal data; Anxiety; Real world data; Set (abstract data type)","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":[0.001478649,0.0002621396,0.0004598829,0.001343645,0.0006499568,0.0009834054,0.0005035122,0.0004858831,0.002594896],"category_scores_gemma":[0.003830825,0.0001771377,0.000387828,0.002433658,0.0003699354,0.0008624229,0.0009477598,0.0006771026,0.00068993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700211,"about_ca_system_score_gemma":0.001081877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01862589,"about_ca_topic_score_gemma":0.01647828,"domain_scores_codex":[0.9983718,0.0004306876,0.0002543117,0.0003519388,0.0003059662,0.0002852511],"domain_scores_gemma":[0.9929114,0.0009696182,0.003812028,0.0002507842,0.0009928966,0.001063367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004699451,0.0001126992,0.9960299,0.00002970388,0.00006478718,0.000113873,0.0001404437,0.0001023018,0.00006890793,0.00002219865,0.0006804979,0.002164857],"study_design_scores_gemma":[0.00005959309,0.0004322979,0.9979585,0.00001709384,0.00003916833,0.0002082591,0.0003736059,0.0002714891,0.00008104868,0.00001897233,0.0005313974,0.000008636885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944957,0.0002554101,0.00006145483,0.0001409647,0.000005514029,0.00003548757,0.004362495,0.000006947502,0.0006360135],"genre_scores_gemma":[0.9946837,0.0001321835,0.00008355283,0.00009132666,0.00002206519,0.00004728517,0.004779403,0.000003191306,0.0001573889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01862589,"threshold_uncertainty_score":0.03703493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0968295931765486,"score_gpt":0.4179688381035537,"score_spread":0.3211392449270051,"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."}}