{"id":"W3094504504","doi":"10.1080/22423982.2020.1832390","title":"Preliminary clinical algorithm to optimise remote delivery of paediatric concussion care in Canada’s North","year":2020,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Pan Am Clinic; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Department of Surgery, University of Manitoba","keywords":"Concussion; Medical emergency; Medicine; Injury prevention; Algorithm; Poison control; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02600407,0.001589655,0.001623854,0.01139103,0.005528064,0.00826838,0.004847672,0.003027356,0.007571987],"category_scores_gemma":[0.06502986,0.00096627,0.00253887,0.009316348,0.002107784,0.00424964,0.006233228,0.003008624,0.00246584],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03288992,"about_ca_system_score_gemma":0.1799356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2755511,"about_ca_topic_score_gemma":0.6201572,"domain_scores_codex":[0.9844134,0.004447989,0.005323132,0.0009532197,0.003986925,0.000875296],"domain_scores_gemma":[0.9545938,0.009181999,0.003931776,0.0009670595,0.02786158,0.003463754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003077725,0.0003179747,0.02940862,0.05949857,0.0004639643,0.002407616,0.009732722,0.005885019,0.001423553,0.02307759,0.228437,0.6390395],"study_design_scores_gemma":[0.0005700282,0.0006053582,0.04105297,0.2296336,0.002749432,0.003019396,0.02126467,0.006981888,0.002534542,0.02374977,0.6674324,0.0004059282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.02950153,0.1941283,0.09293288,0.3939324,0.00845089,0.06784582,0.02361351,0.002943105,0.1866515],"genre_scores_gemma":[0.1046677,0.1023172,0.7383739,0.01694603,0.0005738176,0.01581727,0.01023607,0.0002032538,0.01086476],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9671101,"threshold_uncertainty_score":0.5478944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06662761924737609,"score_gpt":0.3846434410184544,"score_spread":0.3180158217710783,"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."}}