{"id":"W4232396075","doi":"10.14740/jnr509","title":"Polyamines in Parkinson’s Disease: Their Role in Oxidative Stress Induction and Protein Aggregation","year":2019,"lang":"en","type":"article","venue":"Journal of Neurology Research","topic":"Polyamine Metabolism and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Putrescine; Spermine; Polyamine; Substantia nigra; Oxidative stress; Polyamine oxidase; Spermidine; Dopaminergic; Cell biology; Cadaverine; Chemistry; Biochemistry; Dopamine; Biology; Neuroscience; Enzyme","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002365732,0.0005918491,0.0006561502,0.000775056,0.0002787614,0.0007847183,0.0003029705,0.0009696924,0.0009997354],"category_scores_gemma":[0.0001474638,0.000183982,0.0003613824,0.0006682306,0.0003442962,0.0008241475,0.0005016503,0.0007857838,0.0003891141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003831062,"about_ca_system_score_gemma":0.0004232978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007405318,"about_ca_topic_score_gemma":0.001057278,"domain_scores_codex":[0.9998916,0.00002118365,0.00001831981,0.00002470276,0.00002653909,0.00001752415],"domain_scores_gemma":[0.9998846,0.00002408577,0.00003503216,0.00000298963,0.00003508345,0.00001821491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008842514,0.0003231436,0.003471405,0.037664,0.0004957395,0.005119083,0.0008776133,0.001532903,0.2185005,0.01216035,0.01774656,0.7012245],"study_design_scores_gemma":[0.00008813458,0.002253329,0.02702404,0.004942568,0.0009176462,0.01526147,0.0006698735,0.001373934,0.06624814,0.01239185,0.8686788,0.0001501851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003958694,0.9938234,0.0006045187,0.000333203,0.0003001152,0.0000069982,0.00002889522,0.00001183503,0.0009323608],"genre_scores_gemma":[0.02591427,0.9709086,0.0005972875,0.0002892486,0.0004717864,0.00001343801,0.00006207873,0.000003334547,0.001739925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009997354,"threshold_uncertainty_score":0.003344476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034696649039763,"score_gpt":0.3087678943927484,"score_spread":0.2884209279023508,"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."}}