{"id":"W4386142871","doi":"10.1002/mdc3.13838","title":"Unmet Needs in Parkinson's Disease","year":2023,"lang":"en","type":"editorial","venue":"Movement Disorders Clinical Practice","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Library science; Family medicine; Movement disorders; Medicine; Gerontology; Disease","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002528284,0.0007767028,0.001376602,0.0005630993,0.0001298627,0.0001093807,0.0003948263,0.001029222,0.000263069],"category_scores_gemma":[0.033917,0.0007341388,0.0007760321,0.0009593854,0.0001468233,0.0003493776,0.0003413064,0.002184015,0.001146244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003983856,"about_ca_system_score_gemma":0.001302832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005110647,"about_ca_topic_score_gemma":0.000213004,"domain_scores_codex":[0.9931512,0.0006519827,0.001654458,0.001407144,0.002212621,0.0009225589],"domain_scores_gemma":[0.9873611,0.009092863,0.0008492799,0.001310203,0.0002610199,0.001125555],"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":[0.004006189,0.006371372,0.009720455,0.000295656,0.0009246801,0.001536917,0.00004317884,0.000009039162,5.018367e-7,0.0001228111,0.9630195,0.01394967],"study_design_scores_gemma":[0.007969082,0.0008216949,0.0171254,0.0004293645,0.002069763,1.860749e-7,0.0002917052,0.0001126344,5.268824e-7,0.003650001,0.9669083,0.0006213886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001764164,0.002462635,0.0001018777,0.01098562,0.9748899,0.002204824,0.0006972444,0.0003915812,0.006502155],"genre_scores_gemma":[0.009844419,0.06444059,0.001877983,0.01509567,0.8797234,0.001675158,0.00733505,0.0008392759,0.01916849],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09516654,"threshold_uncertainty_score":0.9996315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0313830751010723,"score_gpt":0.3822548843687986,"score_spread":0.3508718092677263,"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."}}