{"id":"W4292409583","doi":"10.3390/toxins14080557","title":"Real-World Longitudinal Experience of Botulinum Toxin Therapy for Parkinson and Essential Tremor","year":2022,"lang":"en","type":"article","venue":"Toxins","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Biceps; Physical medicine and rehabilitation; Essential tremor; Discontinuation; Botulinum toxin; Weakness; Physical therapy; Upper limb; Surgery","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":[0.00004830092,0.00008997126,0.0002036211,0.00004775467,0.0001089606,0.000004932873,0.0000513709,0.00001710759,0.0004306721],"category_scores_gemma":[0.00001158068,0.0000701127,0.00006933848,0.0001148492,0.00006305338,0.00002315988,0.00004174441,0.00006541229,8.588146e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001614552,"about_ca_system_score_gemma":0.00002127707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001302699,"about_ca_topic_score_gemma":0.00003764888,"domain_scores_codex":[0.9993109,0.00002296079,0.0001413144,0.000228569,0.0001443966,0.0001518312],"domain_scores_gemma":[0.9996832,0.00004710211,0.00005409188,0.0001407178,0.00001563033,0.00005926144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01327208,0.006847694,0.7871996,0.0001376931,0.0003542685,0.000407939,0.003832085,0.00002783756,0.1109714,0.003681743,0.006630151,0.06663753],"study_design_scores_gemma":[0.01337593,0.008056175,0.9021083,0.00001702729,0.0001193857,0.00003261748,0.0006164325,0.0004712591,0.03551005,0.00231922,0.03708412,0.0002895059],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970649,0.0002626271,0.00003420584,0.0007987375,0.00008366004,0.0004451658,0.00003387796,0.0000238629,0.001252967],"genre_scores_gemma":[0.9976829,0.0002159261,0.0002680034,0.0004122291,0.00003901535,0.000150865,0.00001620617,0.00001086914,0.00120394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149087,"threshold_uncertainty_score":0.4715557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741934958723647,"score_gpt":0.3208839606427715,"score_spread":0.2834646110555351,"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."}}