{"id":"W4365791106","doi":"10.4103/1673-5374.374139","title":"Emergence of taurine as a therapeutic agent for neurological disorders","year":2023,"lang":"en","type":"review","venue":"Neural Regeneration Research","topic":"Aldose Reductase and Taurine","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Taurine; Neuroprotection; Medicine; Neuroscience; Oxidative stress; Mechanism (biology); Disease; Pharmacology; Bioinformatics; Amino acid; Biology; Internal medicine; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003912406,0.0006711519,0.0009440729,0.002039832,0.0003068773,0.000791412,0.000644343,0.001035887,0.003165985],"category_scores_gemma":[0.0004582744,0.0002038983,0.0004030352,0.001603632,0.0004728673,0.001193813,0.0006641716,0.002253843,0.00176653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005593198,"about_ca_system_score_gemma":0.0006423001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006569508,"about_ca_topic_score_gemma":0.001190738,"domain_scores_codex":[0.9998513,0.00003151577,0.00002205138,0.00002618661,0.00005455489,0.0000142417],"domain_scores_gemma":[0.99984,0.0000722941,0.0000192168,0.000007546564,0.00004458594,0.00001637672],"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":[0.0001060736,0.0000986799,0.0001329759,0.01309109,0.00008658708,0.0003657346,0.0001006308,0.0003132774,0.004393045,0.008412521,0.02785333,0.9450461],"study_design_scores_gemma":[0.00001693683,0.00008956152,0.0004548639,0.001769462,0.00007370615,0.001229731,0.00003595798,0.00007284591,0.0007544433,0.00255123,0.9929407,0.00001063688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001733825,0.9977744,0.0001370186,0.0002687116,0.0002483136,0.000004022484,0.00001281927,0.000008461811,0.001372859],"genre_scores_gemma":[0.00115809,0.9972873,0.0002335683,0.0002514027,0.0002324631,0.000007372475,0.00002531024,0.000002233769,0.0008023005],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003165985,"threshold_uncertainty_score":0.01059127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2484773490465432,"score_gpt":0.488947144514073,"score_spread":0.2404697954675298,"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."}}