{"id":"W4385429673","doi":"10.3390/biom13081196","title":"Polyphenols, Autophagy and Neurodegenerative Diseases: A Review","year":2023,"lang":"en","type":"review","venue":"Biomolecules","topic":"Autophagy in Disease and Therapy","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Agricultural Development Fund","keywords":"Autophagy; Neurodegeneration; Neuroinflammation; Cell biology; PI3K/AKT/mTOR pathway; Biology; Neuroscience; Inflammation; Signal transduction; Biochemistry; Medicine; Immunology; Apoptosis","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"],"consensus_categories":[],"category_scores_codex":[0.00008872223,0.0005450905,0.002069397,0.0001951681,0.00008317555,0.00003546436,0.000171235,0.0001886571,0.0001214712],"category_scores_gemma":[0.000128389,0.0003912017,0.000617596,0.0005349589,0.0001945412,0.00003709196,0.0001257327,0.0002133805,0.0004104646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004882332,"about_ca_system_score_gemma":0.0004765026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001045896,"about_ca_topic_score_gemma":8.213574e-7,"domain_scores_codex":[0.9979811,0.000193174,0.0005568517,0.0006625917,0.0002815427,0.000324771],"domain_scores_gemma":[0.9986434,0.00009175739,0.0002372526,0.0006107459,0.00005178411,0.0003650421],"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":[0.000009854934,0.0001050855,6.178772e-7,0.1248454,0.0006359901,0.0008977798,0.00001219418,2.932117e-9,0.000004802632,0.0008491746,0.009490886,0.8631482],"study_design_scores_gemma":[0.0002749987,0.0001223412,0.00001842693,0.07962798,0.004391165,0.0001693743,0.000004337538,0.000001982643,0.000009766822,0.00007310037,0.9149631,0.0003434424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005103597,0.9970201,0.0000157828,0.0002152261,0.0001689806,0.001666087,0.0003749944,0.0002852911,0.0002484528],"genre_scores_gemma":[0.000001463073,0.9954358,0.00006243953,0.001468035,0.000305495,0.0003463078,0.0006111476,0.0001454974,0.001623826],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9054722,"threshold_uncertainty_score":0.999854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07903001909304544,"score_gpt":0.4145065945249916,"score_spread":0.3354765754319462,"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."}}