{"id":"W2612213218","doi":"10.1002/mds.27025","title":"Peripheral neuropathy as marker of severe Parkinson's disease phenotype","year":2017,"lang":"en","type":"letter","venue":"Movement Disorders","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; Krembil Foundation; University of Toronto","funders":"","keywords":"Peripheral neuropathy; Parkinson's disease; Clinical phenotype; Phenotype; Peripheral; Content (measure theory); Disease; Medicine; Psychology; Neuroscience; Pathology; Biology; Internal medicine; Gene; Genetics","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":[0.00009861653,0.0007141501,0.0008241466,0.0001845567,0.0002108956,0.00006819908,0.000401565,0.0003432477,0.002121687],"category_scores_gemma":[0.00008910951,0.0006395737,0.0006155477,0.00008530743,0.0001629014,0.0001146851,0.0001743765,0.0006639473,0.0001448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910297,"about_ca_system_score_gemma":0.0003839815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003136942,"about_ca_topic_score_gemma":0.0000177184,"domain_scores_codex":[0.9968625,0.0001055726,0.0004288139,0.0009327543,0.000994291,0.0006760596],"domain_scores_gemma":[0.9975263,0.00003323423,0.0004707521,0.001512673,0.0001016326,0.0003554405],"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":[0.001141337,0.0009353974,0.04712377,0.001077433,0.001022656,0.003604083,0.00007372897,0.000006912386,0.00003924796,0.00006065781,0.933372,0.01154275],"study_design_scores_gemma":[0.00302877,0.0004187362,0.1056299,0.0003157489,0.001043499,0.000001553764,0.0000274115,0.00005747653,0.00001422411,0.006623102,0.8823066,0.000532969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1606252,0.006723239,0.00009985221,0.7597948,0.003086839,0.004948192,0.001973081,0.0003491995,0.06239955],"genre_scores_gemma":[0.2080397,0.001252467,0.0002004876,0.7534707,0.00119325,0.0003603055,0.001968251,0.0003031056,0.03321174],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05850612,"threshold_uncertainty_score":0.9996055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162888698243595,"score_gpt":0.2472789417542368,"score_spread":0.2356500547718008,"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."}}