{"id":"W3006274044","doi":"10.1016/j.jns.2020.116729","title":"Near-infrared spectroscopy as a quantitative spasticity assessment tool: A systematic review","year":2020,"lang":"en","type":"review","venue":"Journal of the Neurological Sciences","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia; GF Strong Rehabilitation Centre; Vancouver Coastal Health Research Institute; Vancouver Coastal Health; International Collaboration On Repair Discoveries; University of British Columbia","funders":"International Collaboration on Repair Discoveries","keywords":"Spasticity; Physical medicine and rehabilitation; Spastic; Medicine; Physical therapy; CINAHL; Electromyography; Psychological intervention; Cerebral palsy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006420223,0.001652626,0.01078443,0.005873241,0.0005789411,0.002808487,0.001987965,0.002386945,0.004702466],"category_scores_gemma":[0.021895,0.001091387,0.01009056,0.00678289,0.0009008117,0.002267056,0.001626276,0.001453484,0.0003304412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607372,"about_ca_system_score_gemma":0.007551968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112344,"about_ca_topic_score_gemma":0.03947065,"domain_scores_codex":[0.9959604,0.001257264,0.001472381,0.0004455701,0.0006977564,0.000166646],"domain_scores_gemma":[0.9861854,0.01042392,0.002183861,0.0001759464,0.0008632531,0.0001677333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004856742,0.00002868906,0.001138396,0.9339169,0.03380356,0.00009070955,0.0001287362,0.0001084248,0.000146813,0.000161692,0.001018741,0.02897162],"study_design_scores_gemma":[0.001162757,0.000331479,0.00689478,0.5632336,0.4165817,0.0004391144,0.0003546085,0.000206566,0.0001977485,0.0003710841,0.01013894,0.00008746899],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009870774,0.9983131,0.0001122956,0.00008823904,0.00005966733,0.0001448048,0.000173958,0.000005326343,0.0001156211],"genre_scores_gemma":[0.01956133,0.9788095,0.0006067588,0.0004576208,0.00005021287,0.0002570495,0.000141475,0.000005546744,0.0001104852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0112344,"threshold_uncertainty_score":0.03395379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07505426480452504,"score_gpt":0.3985983995078108,"score_spread":0.3235441347032857,"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."}}