{"id":"W2558801143","doi":"10.1080/14737175.2017.1268054","title":"Research update on Alzheimer’s disease and introduction to the Expert Review of Neurotherapeutics special issue","year":2016,"lang":"en","type":"editorial","venue":"Expert Review of Neurotherapeutics","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Disease; Alzheimer's disease; Medicine; Psychology; Neuroscience; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001546152,0.0007912014,0.001861995,0.0003542421,0.0002080567,0.00003999341,0.0007739041,0.0002870191,0.001355094],"category_scores_gemma":[0.001119175,0.0004681291,0.0005606997,0.0007676959,0.0006222141,0.0001023069,0.000270291,0.001153179,0.0002612096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384501,"about_ca_system_score_gemma":0.001126555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002196814,"about_ca_topic_score_gemma":0.000002191082,"domain_scores_codex":[0.9913937,0.001575044,0.001340764,0.001206547,0.003665119,0.0008188013],"domain_scores_gemma":[0.9933855,0.001079162,0.0005116371,0.002541168,0.001670284,0.0008122448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001051475,0.0005888397,0.000004698671,0.01358083,0.002478024,0.00006077422,0.00005379555,3.313107e-8,0.00005174709,0.0000380991,0.8877624,0.09432925],"study_design_scores_gemma":[0.0008707206,0.001564835,0.00002459518,0.05806394,0.001303568,0.00001058372,0.000008160873,0.000001481957,0.0003015269,0.00002586925,0.9375019,0.0003228307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00000349081,0.8256713,0.00000655358,0.07845437,0.08964935,0.005385207,0.0004007888,0.00003781187,0.000391126],"genre_scores_gemma":[0.000004618911,0.5985085,0.00007454344,0.01170086,0.3888581,0.0003775467,0.000142707,0.0001379512,0.0001950774],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2992088,"threshold_uncertainty_score":0.999777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06186876142479636,"score_gpt":0.4411803282763821,"score_spread":0.3793115668515857,"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."}}