{"id":"W4385301967","doi":"10.1097/md.0000000000032376","title":"Treatment of adult spasticity with Botox (onabotulinumtoxinA): Development, insights, and impact","year":2023,"lang":"en","type":"article","venue":"Medicine","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Allergan","keywords":"Spasticity; Medicine; Physical therapy; Quality of life (healthcare); Modified Ashworth scale; Physical medicine and rehabilitation; Randomized controlled trial; Observational study; Clinical trial; Surgery; Nursing","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":[0.00004558606,0.0002232013,0.0005235122,0.0001924494,0.00006318507,0.000002285903,0.00004407246,0.0001216998,0.0001371286],"category_scores_gemma":[0.000102312,0.0001057668,0.00004561554,0.0005928454,0.0004552934,0.00002606075,0.00002026708,0.0001298764,0.00003173194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003836732,"about_ca_system_score_gemma":0.00008685601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005355716,"about_ca_topic_score_gemma":0.00001741298,"domain_scores_codex":[0.9988514,0.000028605,0.0002870816,0.0002890201,0.0002756974,0.0002681857],"domain_scores_gemma":[0.9992697,0.000125924,0.00008266775,0.0001882429,0.00008998162,0.0002434554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01446702,0.004722516,0.5872048,0.001607022,0.003871551,0.006956449,0.02756843,0.0003647571,0.07307369,0.001629065,0.01316405,0.2653707],"study_design_scores_gemma":[0.01712729,0.01924941,0.938827,0.0004443454,0.0004435087,0.0003575818,0.001037864,0.001357845,0.005433335,0.0002098526,0.01519031,0.0003216613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923519,0.0006702522,0.00005987593,0.004639739,0.00005886491,0.000405788,0.000002606602,0.000129233,0.001681679],"genre_scores_gemma":[0.9961499,0.002329905,0.0001679798,0.000356932,0.00006787686,0.0000203489,0.00004170481,0.00002144115,0.000843935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3516223,"threshold_uncertainty_score":0.4313046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159110542090629,"score_gpt":0.2843696232332047,"score_spread":0.2627785178122984,"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."}}