{"id":"W4393259434","doi":"10.7554/elife.91044.3.sa0","title":"eLife assessment: Neurophysiological trajectories in Alzheimer’s disease progression","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Neurophysiology; Disease; Neuroscience; Psychology; Medicine; Physical medicine and rehabilitation; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01664304,0.0003518473,0.0005337173,0.002669791,0.00071318,0.002120312,0.001252862,0.0007315414,0.01267893],"category_scores_gemma":[0.0703873,0.0002264299,0.0003421331,0.001447856,0.0008672911,0.002124454,0.001933848,0.0009124303,0.003645358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00152171,"about_ca_system_score_gemma":0.005657631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008109798,"about_ca_topic_score_gemma":0.02586397,"domain_scores_codex":[0.9946328,0.001784641,0.0003640686,0.0003795824,0.002575186,0.0002636054],"domain_scores_gemma":[0.9618093,0.009309149,0.003077522,0.00134662,0.02304601,0.001411484],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007601114,0.0001298236,0.04230651,0.001178457,0.000201623,0.0005855269,0.001789455,0.001585422,0.002900649,0.008321939,0.06214894,0.8780916],"study_design_scores_gemma":[0.0004290262,0.001213595,0.2762791,0.00282165,0.0004293762,0.003332537,0.004168042,0.01708151,0.0142462,0.0566408,0.623117,0.0002411361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4452893,0.05125234,0.1483707,0.06450189,0.00553977,0.003424283,0.01096725,0.004879267,0.2657751],"genre_scores_gemma":[0.8186349,0.01916037,0.07628965,0.002068183,0.00095956,0.0008941226,0.003243925,0.0005562722,0.07819296],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.983357,"threshold_uncertainty_score":0.08801788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06750486989274344,"score_gpt":0.4408665792793467,"score_spread":0.3733617093866032,"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."}}