{"id":"W4255254450","doi":"10.2196/preprints.17928","title":"Perspective of an International Online Patient and Caregiver Community on the Burden of Spasticity and Impact of Botulinum Neurotoxin Therapy: Survey Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Spasticity; Caregiver burden; Quality of life (healthcare); Physical therapy; Clinical trial; Family medicine; Nursing; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002591659,0.0003175003,0.0002904687,0.0009947934,0.001223994,0.001214392,0.0002656276,0.0005252843,0.002363278],"category_scores_gemma":[0.004393139,0.0002429021,0.0004782941,0.001570317,0.0004522479,0.001881815,0.001561921,0.0007742768,0.0005357543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007583643,"about_ca_system_score_gemma":0.001277257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01383273,"about_ca_topic_score_gemma":0.02055453,"domain_scores_codex":[0.998821,0.0006384596,0.000117877,0.00008866953,0.00009814673,0.0002358721],"domain_scores_gemma":[0.9966607,0.0006043795,0.001188517,0.0001178427,0.0004985522,0.0009300264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001604737,0.0005664909,0.9692863,0.0001127022,0.00004647192,0.0002643819,0.01692818,0.000034018,0.0001774612,0.00007602386,0.003184458,0.009162859],"study_design_scores_gemma":[0.00005060469,0.0005759246,0.9221212,0.0001282174,0.00004362464,0.0004450977,0.0717998,0.0001420286,0.0001310893,0.00004813047,0.004482703,0.00003151041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971229,0.0001145807,0.00006915555,0.0005015338,0.00001304734,0.00008807671,0.001162522,0.000003213932,0.0009249292],"genre_scores_gemma":[0.9958344,0.0004735755,0.0002595125,0.001183346,0.00003990452,0.0002981916,0.001151085,0.000005036744,0.0007550442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01383273,"threshold_uncertainty_score":0.02750438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08050939822896082,"score_gpt":0.3498545020886359,"score_spread":0.2693451038596751,"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."}}