{"id":"W4386928780","doi":"10.1177/17562864231195513","title":"A <i>post hoc</i> evaluation of the shift in spasticity category in individuals with multiple sclerosis-related spasticity treated with nabiximols","year":2023,"lang":"en","type":"article","venue":"Therapeutic Advances in Neurological Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sanofi Genzyme; Jazz Pharmaceuticals; Teva Pharmaceutical Industries; Biogen; Sanofi; Jazz Pharmaceuticals Canada; Pfizer","keywords":"Spasticity; Medicine; Multiple sclerosis; Physical medicine and rehabilitation; Post-hoc analysis; Neuroscience; Post hoc; Physical therapy; Internal medicine; Psychiatry; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02553298,0.003331608,0.006866063,0.001239299,0.0008162109,0.002002729,0.001620979,0.002538032,0.01668273],"category_scores_gemma":[0.04605548,0.001119306,0.01987566,0.001021156,0.001833603,0.002035629,0.002459643,0.003591053,0.001673635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521596,"about_ca_system_score_gemma":0.001980777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001210041,"about_ca_topic_score_gemma":0.001907166,"domain_scores_codex":[0.9748313,0.01538599,0.002287764,0.003752605,0.002198974,0.001543242],"domain_scores_gemma":[0.9580539,0.02441319,0.008208356,0.00472486,0.003480086,0.001119715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.8774595,0.001675192,0.01036716,0.008712959,0.07495171,0.0002121212,0.0003621663,0.0009197826,0.006845509,0.0004957858,0.004530227,0.01346788],"study_design_scores_gemma":[0.2772586,0.3022757,0.1640578,0.001749103,0.2134458,0.0005299881,0.000840567,0.006661254,0.01085688,0.002003892,0.01991228,0.0004081219],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9030526,0.01173004,0.01366201,0.00172464,0.004944114,0.03701289,0.01426957,0.0009916137,0.01261256],"genre_scores_gemma":[0.9293265,0.001013166,0.01070189,0.001786779,0.0006135671,0.04678324,0.004739718,0.0002577234,0.004777489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02553298,"threshold_uncertainty_score":0.1350329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05747565638420654,"score_gpt":0.3156648069380463,"score_spread":0.2581891505538398,"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."}}