{"id":"W4393090349","doi":"10.1017/cjn.2024.42","title":"Poststroke Care Pathways and Spasticity Treatment: A Retrospective Study in Alberta","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":1,"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":"University of Alberta; Government of Alberta; Alberta Health Services","keywords":"Spasticity; Stroke (engine); Medicine; Physical medicine and rehabilitation; Retrospective cohort study; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001184868,0.0004334323,0.000497603,0.001847652,0.00224213,0.001782579,0.001579405,0.0005129832,0.001430133],"category_scores_gemma":[0.002571565,0.0006101054,0.0005251742,0.005886678,0.0009305701,0.0005667312,0.001322139,0.0007345953,0.0002432797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01528201,"about_ca_system_score_gemma":0.01904332,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9507724,"about_ca_topic_score_gemma":0.9657136,"domain_scores_codex":[0.9984062,0.0001342413,0.000122456,0.0002739955,0.0005886948,0.0004743541],"domain_scores_gemma":[0.9975527,0.0002164088,0.0008356572,0.0001554384,0.0007355642,0.0005043268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003937241,0.00002938801,0.9980865,0.00001481972,0.00002778715,0.0000981013,0.0004708454,0.00003458236,0.00004974714,0.0000267596,0.0001751689,0.0009469935],"study_design_scores_gemma":[0.000008115449,0.00004194639,0.9975348,0.00003895427,0.00003110703,0.000138855,0.001618315,0.0001645337,0.00002712973,0.00001874895,0.0003707075,0.000006871838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968407,0.0003662996,0.0001262717,0.00006851674,0.000005745668,0.00007454521,0.001426637,0.000007638781,0.00108363],"genre_scores_gemma":[0.9975737,0.000440025,0.0002031823,0.0001059387,0.000006002962,0.00004040845,0.001247368,0.000005204592,0.0003782166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0492276,"threshold_uncertainty_score":0.1108793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02838602856156218,"score_gpt":0.2733375858270498,"score_spread":0.2449515572654876,"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."}}