{"id":"W4389144388","doi":"10.3390/toxins15120676","title":"Selecting Goals and Target Muscles for Botulinum Toxin A Injection Using the Goal Oriented Facilitated Approach to Spasticity Treatment (GO-FAST) Tool","year":2023,"lang":"en","type":"article","venue":"Toxins","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Spasticity; Rehabilitation; Physical medicine and rehabilitation; Botulinum toxin; Goal setting; Stroke (engine); Physical therapy; Medicine; Psychology; Computer science; Neuroscience; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003794537,0.001296109,0.0005977633,0.002524415,0.0005077876,0.001849158,0.0009610586,0.001089838,0.005617197],"category_scores_gemma":[0.01089197,0.000369285,0.00080365,0.0006062823,0.0007330082,0.001219229,0.001883599,0.001167115,0.002076314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009080241,"about_ca_system_score_gemma":0.002151961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215042,"about_ca_topic_score_gemma":0.003351662,"domain_scores_codex":[0.997559,0.001496599,0.0001969041,0.0001664279,0.0004523927,0.0001287158],"domain_scores_gemma":[0.9962258,0.002417813,0.0004486555,0.0001554484,0.0005153037,0.0002369401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000799366,0.0006350583,0.01118935,0.001381673,0.00009332482,0.00104457,0.002536488,0.01305278,0.00596362,0.01579453,0.05041854,0.8970907],"study_design_scores_gemma":[0.002422441,0.004982805,0.05668436,0.006616649,0.0005489356,0.01761515,0.005704816,0.222713,0.05364362,0.1002,0.527468,0.001400248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04569434,0.001666614,0.90226,0.004080887,0.0004474566,0.002454308,0.0009013585,0.01425668,0.02823837],"genre_scores_gemma":[0.1095296,0.001405498,0.8809803,0.0009920109,0.00008887386,0.001498473,0.0004322401,0.0005208335,0.004552137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005617197,"threshold_uncertainty_score":0.02006769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04349756379356002,"score_gpt":0.2959323502353099,"score_spread":0.2524347864417499,"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."}}