{"id":"W3205791427","doi":"10.1016/j.arrct.2021.100158","title":"Canadian Physicians' Use of Perioperative Botulinum Toxin Injections to Spastic Limbs: A Cross-sectional National Survey","year":2021,"lang":"en","type":"article","venue":"Archives of Rehabilitation Research and Clinical Translation","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"GF Strong Rehabilitation Centre; University of British Columbia","funders":"AbbVie Canada; Ipsen","keywords":"Medicine; Perioperative; Botulinum toxin; Spasticity; Cross-sectional study; Adverse effect; Spastic; Rehabilitation; Physical therapy; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001103694,0.0000978647,0.0002801085,0.0003257871,0.000163918,0.00003207511,0.00005782782,0.0001491278,0.00008559237],"category_scores_gemma":[0.008660028,0.00008956408,0.0001696985,0.0007105169,0.000793601,0.0001265584,0.00002148281,0.0005097047,0.000006906785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002877679,"about_ca_system_score_gemma":0.0007308023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00314425,"about_ca_topic_score_gemma":0.02376993,"domain_scores_codex":[0.9972569,0.0009044025,0.0006819976,0.0004030376,0.0005163451,0.000237353],"domain_scores_gemma":[0.9870915,0.01132191,0.00006205252,0.0001520772,0.001071686,0.0003007146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001681979,0.001195648,0.9785846,0.00009302531,0.0001203178,0.000003514066,0.0008715519,0.0009463901,0.004058236,0.001883208,0.00006342297,0.01049814],"study_design_scores_gemma":[0.001276755,0.003416025,0.9889783,0.00007661564,0.0000108467,0.000003652545,0.0002092335,0.002539947,0.0001536699,0.002655767,0.000605219,0.00007393234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917508,0.00009793331,0.0008909661,0.005177032,0.00007965355,0.0005203019,0.0002091862,0.00001121736,0.001262913],"genre_scores_gemma":[0.9920986,0.0002250454,0.006789305,0.0002245144,0.00004031397,0.00002100546,0.000168563,0.00001077285,0.0004218351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02062568,"threshold_uncertainty_score":0.9996905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2030854781698408,"score_gpt":0.4629308337479972,"score_spread":0.2598453555781564,"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."}}