{"id":"W4220928847","doi":"10.1017/cjn.2022.18","title":"Current Use and Future Considerations for Concussion Telemedicine Healthcare in Canada","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network; Pan Am Clinic; University of Manitoba; Ontario Neurotrauma Foundation; Children's Hospital Research Institute of Manitoba","funders":"University of Cambridge","keywords":"Telemedicine; Concussion; Reimbursement; Pandemic; Medicine; Telehealth; Health care; Medical emergency; Videoconferencing; Computer-assisted web interviewing; Family medicine; Occupational safety and health; Coronavirus disease 2019 (COVID-19); Poison control; Injury prevention; Multimedia; Disease; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001674968,0.0002072919,0.0002495038,0.001281288,0.005163492,0.004157199,0.001917908,0.001224829,0.0060467],"category_scores_gemma":[0.007388096,0.0002819351,0.0004535189,0.003700435,0.001399639,0.001449518,0.001471408,0.001425833,0.0003089607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05457412,"about_ca_system_score_gemma":0.1696865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9891267,"about_ca_topic_score_gemma":0.9937728,"domain_scores_codex":[0.9964675,0.000312404,0.000182011,0.0001976124,0.001363917,0.001476554],"domain_scores_gemma":[0.988318,0.0009072355,0.001332529,0.00009822515,0.004685778,0.004658241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002159428,0.0002996625,0.6740167,0.001815566,0.00008235337,0.001539432,0.01163272,0.0006986777,0.001119924,0.004564777,0.06988528,0.234129],"study_design_scores_gemma":[0.00005732402,0.0001778268,0.8485228,0.002716606,0.0001013053,0.000865541,0.066354,0.001291768,0.0003070973,0.0005733056,0.078916,0.0001163942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5771032,0.04067412,0.0008852459,0.3268529,0.000866051,0.0002332271,0.003819475,0.0001807877,0.04938506],"genre_scores_gemma":[0.9653759,0.01817223,0.001679026,0.01028866,0.0001390687,0.00006840676,0.0007305015,0.00002492457,0.003521222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05457412,"threshold_uncertainty_score":0.3959649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07909042999159327,"score_gpt":0.3414415223330532,"score_spread":0.2623510923414599,"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."}}