{"id":"W4309486150","doi":"10.1016/s1474-4422(22)00435-5","title":"Revisiting levodopa for advanced Parkinson's disease","year":2022,"lang":"en","type":"letter","venue":"The Lancet Neurology","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Levodopa; Parkinson's disease; Medicine; Disease; Physical medicine and rehabilitation; Neuroscience; Psychology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001481439,0.0003231528,0.00082591,0.00005589789,0.000247625,0.00001525358,0.0003633428,0.0001990777,0.0005345707],"category_scores_gemma":[0.0002838347,0.0002068865,0.0002982073,0.0001015156,0.0001208554,0.00001927989,0.000174959,0.00194476,0.00003600428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001644882,"about_ca_system_score_gemma":0.00005039341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003779406,"about_ca_topic_score_gemma":4.251895e-7,"domain_scores_codex":[0.9978769,0.0003009168,0.0002471018,0.0006669658,0.0002329522,0.0006751972],"domain_scores_gemma":[0.9981143,0.0007499759,0.0001972283,0.0008291901,0.00003229531,0.00007694526],"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":[0.003951972,0.00005176428,0.003449525,0.0002526903,0.00009720986,0.004073041,0.000009052262,0.00002199623,0.00001037956,0.00009516827,0.9831694,0.004817806],"study_design_scores_gemma":[0.002321186,0.001146276,0.005476055,0.0000118673,0.0003362233,0.00005872984,0.000001119789,0.00006254329,0.000001415926,0.00406216,0.9863666,0.0001558116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02045971,0.001486499,0.00001227481,0.9741648,0.0005642312,0.001327362,0.0002791458,0.0001408788,0.001565091],"genre_scores_gemma":[0.0173168,0.0005212857,0.00004783362,0.9740939,0.00501643,0.0007908368,0.0006458252,0.00008428223,0.001482817],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.004661995,"threshold_uncertainty_score":0.8449121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04539767896701396,"score_gpt":0.2985855384822736,"score_spread":0.2531878595152597,"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."}}