{"id":"W7117244875","doi":"10.1002/alz70857_103199","title":"Protect AD: Realizing New Clinical Trial Possibilities","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clinical trial; Quality (philosophy); Term (time); Key (lock)","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3123117,0.001477256,0.003747453,0.002828418,0.001973732,0.01288946,0.00394488,0.01518038,0.03276607],"category_scores_gemma":[0.3064226,0.001635055,0.004924721,0.002182267,0.009074925,0.02400309,0.009679098,0.01682839,0.01027409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003957754,"about_ca_system_score_gemma":0.01474942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009653585,"about_ca_topic_score_gemma":0.001622568,"domain_scores_codex":[0.7843488,0.1888196,0.007743828,0.00634801,0.009990619,0.002749027],"domain_scores_gemma":[0.5025011,0.4198014,0.01126654,0.03234566,0.01714705,0.01693833],"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":[0.01047077,0.0007835224,0.003903569,0.01569613,0.00203997,0.0008307104,0.001824308,0.00183392,0.001326601,0.1590339,0.2394767,0.5627799],"study_design_scores_gemma":[0.00968317,0.005180405,0.002995017,0.01981383,0.00121622,0.0009794191,0.0008731044,0.002019777,0.0007112275,0.247173,0.7091555,0.0001993906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006987186,0.1710771,0.07981317,0.6387684,0.03478462,0.005682903,0.003767004,0.001449939,0.0576697],"genre_scores_gemma":[0.1274717,0.1107593,0.2798857,0.3623308,0.06709515,0.03391176,0.003462294,0.001303066,0.01378016],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3123117,"threshold_uncertainty_score":0.8480421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07384646080542351,"score_gpt":0.3623137272434825,"score_spread":0.288467266438059,"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."}}