{"id":"W4401958223","doi":"10.1080/02699052.2024.2395382","title":"Follow-up visits after pediatric concussion and the factors associated with early follow-up: a population-based study in British Columbia","year":2024,"lang":"en","type":"article","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Provincial Health Services Authority; University of British Columbia","funders":"","keywords":"Concussion; Medicine; Injury prevention; Poison control; Occupational safety and health; Human factors and ergonomics; Suicide prevention; Population; Pediatrics; Physical therapy; Emergency medicine; Environmental health","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":[0.00148128,0.000235303,0.000594788,0.0002847546,0.0001811723,0.0006661807,0.0001683397,0.0001961486,0.0003322573],"category_scores_gemma":[0.002117514,0.0002051689,0.0001349385,0.001320198,0.0001084663,0.0001984643,0.00008452708,0.0006676439,0.00001381399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317646,"about_ca_system_score_gemma":0.0003322992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.012019,"about_ca_topic_score_gemma":0.05418085,"domain_scores_codex":[0.9967514,0.0005803147,0.0005606604,0.0006217131,0.0009775434,0.0005084088],"domain_scores_gemma":[0.9971554,0.001985236,0.0000934409,0.0003993566,0.0001587021,0.0002078647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009796469,0.0001966536,0.9901255,0.0001207692,0.0001502107,0.0001699111,0.002486224,3.46959e-7,0.00000945965,0.000004693079,0.00358237,0.002174151],"study_design_scores_gemma":[0.01114471,0.0009920422,0.9857455,0.0005450437,0.0002077251,0.000004378813,0.00075661,0.0001978668,0.000002584575,0.00008855013,0.00006960915,0.0002453674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954799,0.0003235207,0.00001011431,0.0006946295,0.0004225648,0.002646319,0.0001182735,0.0002158822,0.00008879325],"genre_scores_gemma":[0.9954588,0.000004470434,0.00001918632,0.0002998066,0.0001372715,0.0003344621,0.00008143825,0.00008677601,0.003577765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04216185,"threshold_uncertainty_score":0.9945601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02637127775748145,"score_gpt":0.3000255841246384,"score_spread":0.2736543063671569,"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."}}