{"id":"W4386386407","doi":"10.1111/cch.13169","title":"Tone management: An environmental scan of current management practices across Canada","year":2023,"lang":"en","type":"article","venue":"Child Care Health and Development","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Hypertonia; Rehabilitation; Neurosurgery; Cerebral palsy; Muscle tone; Physical therapy; Physical medicine and rehabilitation; Surgery; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001320766,0.0002036882,0.0003315936,0.003363761,0.003586505,0.001967344,0.00122692,0.00037437,0.002081899],"category_scores_gemma":[0.005803624,0.0003091894,0.0003463829,0.009349503,0.001248908,0.0005709074,0.001452935,0.0005737025,0.0001435317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04170561,"about_ca_system_score_gemma":0.08137295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929348,"about_ca_topic_score_gemma":0.995263,"domain_scores_codex":[0.9964834,0.000314252,0.0003403998,0.0003586356,0.001789145,0.0007140836],"domain_scores_gemma":[0.9860505,0.001615452,0.002140776,0.0001930188,0.008145796,0.001854386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007187929,0.00004814972,0.934908,0.0004860038,0.0000567822,0.0004274248,0.01087131,0.0002408345,0.0003911998,0.0003067665,0.004921702,0.04726977],"study_design_scores_gemma":[0.000003227666,0.00003080778,0.9830244,0.0002331359,0.00001673909,0.0001584282,0.01167411,0.0002372487,0.00009999034,0.0000274958,0.004472235,0.00002206203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737123,0.003891481,0.0003919983,0.003500645,0.00002165219,0.0001071734,0.008920537,0.00006260599,0.009391711],"genre_scores_gemma":[0.9942813,0.002551842,0.0006724637,0.0004515285,0.000006669315,0.00003844399,0.001271427,0.00001382308,0.000712604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04170561,"threshold_uncertainty_score":0.3025968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0288552668450059,"score_gpt":0.3437590839303391,"score_spread":0.3149038170853332,"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."}}