{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002821589,0.0002582625,0.0003553415,0.0001393478,0.0003797553,0.00003467266,0.00006936488,0.0001938519,0.00002291008],"category_scores_gemma":[0.0003972435,0.0001620433,0.0001331877,0.0008488215,0.00008981614,0.00005641527,0.00006123486,0.0002379703,0.00003041701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099153,"about_ca_system_score_gemma":0.00006494628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006782187,"about_ca_topic_score_gemma":0.00001764615,"domain_scores_codex":[0.9983562,0.0001009651,0.0003261559,0.000504647,0.0002025146,0.0005095107],"domain_scores_gemma":[0.9992113,0.0002658853,0.00006765978,0.0002120856,0.00007799824,0.0001650344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01047664,0.005981425,0.05608676,0.001038856,0.002510912,0.0001746601,0.03176742,0.1092391,0.701811,0.002009948,0.01263645,0.06626689],"study_design_scores_gemma":[0.01648319,0.01306511,0.1353589,0.0002278345,0.001034938,0.0004244858,0.01057433,0.7696766,0.02446232,0.001140901,0.02603575,0.001515699],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773071,0.00006709058,0.01848507,0.001113995,0.0001640887,0.001835296,0.00005152298,0.0003340755,0.0006417224],"genre_scores_gemma":[0.9938474,0.00004487422,0.003632127,0.0007088213,0.0001259102,0.0001595308,0.00006509346,0.00003706518,0.001379216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6773487,"threshold_uncertainty_score":0.6607936,"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."}}