{"id":"W2913536976","doi":"10.1177/1545968319826050","title":"Relationship Between Spasticity and Upper-Limb Movement Disorders in Individuals With Subacute Stroke Using Stochastic Spatiotemporal Modeling","year":2019,"lang":"en","type":"article","venue":"Neurorehabilitation and neural repair","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Rehabilitation","funders":"Azrieli Foundation; Israel Science Foundation","keywords":"Spasticity; Elbow; Physical medicine and rehabilitation; Stroke (engine); Upper limb; Psychology; Range of motion; Wrist; Medicine; Physical therapy; Physics; Anatomy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001995227,0.0002127335,0.0003180385,0.0002238979,0.00009028346,0.00002213304,0.00003830642,0.0001425392,0.00001196611],"category_scores_gemma":[0.0003250509,0.0001659517,0.00007542998,0.0002496523,0.0001386631,0.0001751081,0.00004421077,0.0004662721,0.000002386538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002808403,"about_ca_system_score_gemma":0.00003290011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006219332,"about_ca_topic_score_gemma":0.00003301684,"domain_scores_codex":[0.9984034,0.0001528121,0.0003849395,0.0005125399,0.0002850611,0.0002612187],"domain_scores_gemma":[0.9988485,0.0006959429,0.00008567388,0.000177161,0.00003904571,0.0001537042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001973147,0.00007813905,0.9841487,0.00009713147,0.00001420446,0.000002430978,0.0002610347,0.01433511,0.0002449683,0.0001431073,0.000001767216,0.0004760322],"study_design_scores_gemma":[0.001560502,0.001354214,0.7391303,0.00004318063,0.00006127877,0.000004536799,0.0001668962,0.2567018,0.000005302142,0.0008401948,0.000002905226,0.0001288397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958678,0.0000886837,0.0005525645,0.002251564,0.0000509869,0.001010115,0.0000103852,0.0001040831,0.00006385667],"genre_scores_gemma":[0.9983898,0.00001586186,0.0009046741,0.0005807634,0.00001492463,0.00001360547,0.00001472451,0.00002542415,0.00004023688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2450184,"threshold_uncertainty_score":0.6767315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873687134057518,"score_gpt":0.2806732384064722,"score_spread":0.2519363670658971,"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."}}