{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001281683,0.0001505226,0.0002245079,0.00004582538,0.0002591154,0.000008947718,0.00007460886,0.00004435046,0.00002496001],"category_scores_gemma":[0.00000445314,0.0001229277,0.00002206881,0.0001597369,0.0000529027,0.0000368338,0.000132333,0.000184444,0.00001071923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001558434,"about_ca_system_score_gemma":0.0001780338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001521218,"about_ca_topic_score_gemma":0.007589607,"domain_scores_codex":[0.9985425,0.0000339907,0.0003272597,0.000344099,0.0003490341,0.0004030895],"domain_scores_gemma":[0.9992099,0.00001302642,0.0001754385,0.0001732516,0.000009920341,0.0004184654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001238718,0.0001992916,0.0161273,0.001746565,0.0001114902,0.0001249537,0.003365627,0.000009748562,0.000002175505,0.00007551126,0.001805882,0.9763076],"study_design_scores_gemma":[0.001858201,0.0002902191,0.621515,0.00024126,0.00002404416,0.00002344779,0.01668106,0.0000233142,0.0000638901,0.000008206587,0.3590796,0.0001917864],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850383,0.008651298,0.00001459867,0.002113838,0.0003391427,0.0008737186,0.00002738082,0.0000740243,0.002867676],"genre_scores_gemma":[0.979494,0.01680437,0.0004010834,0.002715432,0.0000217094,0.00003727904,0.0003551114,0.00001551255,0.0001554829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9761158,"threshold_uncertainty_score":0.5012846,"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."}}