{"id":"W4404246785","doi":"10.1017/cjn.2024.342","title":"Post-Stroke Spasticity Treatment: A Retrospective Cohort Study From Alberta, Canada","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Children's Hospital; Glenrose Rehabilitation Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Spasticity; Retrospective cohort study; Medicine; Stroke (engine); Cohort; Physical medicine and rehabilitation; Physical therapy; Surgery; Internal medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001959607,0.00069455,0.0008478174,0.002791933,0.004173249,0.002321603,0.002321048,0.0007709295,0.002058585],"category_scores_gemma":[0.003549683,0.0009018148,0.0008449527,0.008800442,0.001144106,0.0006217142,0.001621048,0.001013866,0.0004218507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02844173,"about_ca_system_score_gemma":0.04602709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9918656,"about_ca_topic_score_gemma":0.9945405,"domain_scores_codex":[0.9970614,0.0002045903,0.0002498359,0.0006303851,0.00107404,0.0007796884],"domain_scores_gemma":[0.9954252,0.0002505359,0.0009635314,0.0002680483,0.002245013,0.0008477379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007531622,0.00003965685,0.9958711,0.00006239619,0.00009512604,0.0001478208,0.0005872732,0.00007210884,0.000105225,0.00007524164,0.001189233,0.001679545],"study_design_scores_gemma":[0.00002050662,0.00005007335,0.9964138,0.000112448,0.00009216681,0.0001549768,0.001682698,0.0003079317,0.00004065739,0.00003263572,0.001076023,0.00001613356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808781,0.001622885,0.0004107784,0.0003653269,0.00003956609,0.0003113435,0.01383496,0.00002525015,0.002511767],"genre_scores_gemma":[0.9914252,0.001023964,0.0005992336,0.0003925072,0.00001963,0.0001211461,0.005479037,0.00001338139,0.000925983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02844173,"threshold_uncertainty_score":0.2063602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740909416806449,"score_gpt":0.2541315280614019,"score_spread":0.2367224338933374,"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."}}