{"id":"W4405001779","doi":"10.1002/mds.30062","title":"Clinical Outcome Assessments for Spasticity: Review, Critique, and Recommendations","year":2024,"lang":"en","type":"article","venue":"Movement Disorders","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Ontario Brain Institute; Glenrose Rehabilitation Hospital; University of Alberta","funders":"","keywords":"Spasticity; Modified Ashworth scale; Physical medicine and rehabilitation; Muscle tone; Medicine; Context (archaeology); Physical therapy; Spastic; Psychology; Cerebral palsy","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":[0.0004425884,0.0001615307,0.0003321496,0.000066167,0.00008129863,0.00003217176,0.00005903424,0.0001226759,0.0003641105],"category_scores_gemma":[0.0002326889,0.0001229739,0.0002073935,0.0001590096,0.00009181939,0.00006848889,0.0000474361,0.0003346547,0.00002630519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000212913,"about_ca_system_score_gemma":0.00003317745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007481527,"about_ca_topic_score_gemma":0.00001077352,"domain_scores_codex":[0.9985932,0.0000612373,0.0005453926,0.0004099116,0.0001470195,0.0002432],"domain_scores_gemma":[0.9992917,0.0003237843,0.00004091763,0.0001685936,0.00003326883,0.0001417258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001590692,0.00121256,0.07446195,0.005250816,0.0005925937,0.00002854297,0.00003666892,0.000003122926,0.00009858329,0.01607482,0.5083837,0.3936976],"study_design_scores_gemma":[0.004536962,0.00326363,0.05967555,0.003094647,0.001451525,0.000003574898,0.0002495437,0.008005717,0.00001560963,0.1092569,0.8097938,0.0006525862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03490816,0.05177052,0.04826635,0.8309272,0.003122469,0.00658608,0.0001683028,0.0008279214,0.02342302],"genre_scores_gemma":[0.2737963,0.3018253,0.007033256,0.4059277,0.0002294202,0.0007351754,0.0003616047,0.0001242591,0.009966954],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4249994,"threshold_uncertainty_score":0.5014731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05706557347993415,"score_gpt":0.4693498901214567,"score_spread":0.4122843166415225,"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."}}