{"id":"W2963527108","doi":"10.3389/fneur.2019.00840","title":"The Potential of Telemedicine to Improve Pediatric Concussion Care in Rural and Remote Communities in Canada","year":2019,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pan Am Clinic; Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"","keywords":"Concussion; Telemedicine; Medicine; Medical emergency; Poison control; Injury prevention; Health care","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":[0.0003336674,0.00009646281,0.0003597389,0.0003116109,0.00002240125,0.000003141245,0.0001771277,0.00007651775,0.00001415415],"category_scores_gemma":[0.0001527538,0.00006912179,0.00001479591,0.0002760426,0.0001119324,0.00002179682,0.0001220887,0.0005772978,7.307069e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345466,"about_ca_system_score_gemma":0.0004695702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4867511,"about_ca_topic_score_gemma":0.6047839,"domain_scores_codex":[0.9986763,0.0002668695,0.0003607325,0.0001325257,0.0002219371,0.0003416321],"domain_scores_gemma":[0.9992706,0.0002509936,0.00005416199,0.0003103545,0.00004113723,0.00007277667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001619029,0.00001122243,0.9476414,0.0001404947,0.000005364162,0.00007622959,0.001119373,0.00003186282,0.0002537408,0.000006151188,0.001323469,0.04777165],"study_design_scores_gemma":[0.003666315,0.001241229,0.9780136,0.00004652063,0.000009420265,0.00002720198,0.01241695,0.003596938,0.00004790538,0.00008926533,0.0007720084,0.00007264011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936175,0.001055126,0.00001545118,0.003463303,0.0008641583,0.0007525272,0.000008239533,0.000003610531,0.0002200487],"genre_scores_gemma":[0.9986067,0.0003216345,0.0002820967,0.0006676504,0.00004213858,0.000008581715,0.000007323626,0.00001213403,0.00005176133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1180328,"threshold_uncertainty_score":0.5166667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007428535783059911,"score_gpt":0.248627325038037,"score_spread":0.2411987892549771,"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."}}