{"id":"W2989722185","doi":"10.1017/cem.2019.430","title":"Specialized concussion clinic referrals are not intended for all acute concussion patients in the emergency department","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Schwartz/Reisman Emergency Medicine Institute","funders":"","keywords":"Concussion; Medicine; Emergency department; Medical emergency; Physical therapy; Poison control; Emergency medicine; Injury prevention; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0009148198,0.0005142802,0.000854473,0.0008868767,0.007354086,0.002626269,0.00140396,0.02729576,0.02083007],"category_scores_gemma":[0.01424433,0.00059582,0.0006598079,0.0009526042,0.001934475,0.001857186,0.000927184,0.01149671,0.009978118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006226908,"about_ca_system_score_gemma":0.01086713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03564931,"about_ca_topic_score_gemma":0.101133,"domain_scores_codex":[0.9981884,0.000265615,0.0003121968,0.0002030084,0.0004225726,0.000608189],"domain_scores_gemma":[0.9921666,0.00176099,0.0007675168,0.0002053107,0.002280345,0.00281926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008795345,0.000175145,0.01326047,0.00009350603,0.00001389289,0.03907084,0.0004540051,0.0001081364,0.0004249966,0.001860604,0.9311637,0.01328673],"study_design_scores_gemma":[0.0003759479,0.0003831743,0.04047476,0.001716815,0.0000733637,0.07649512,0.006785159,0.001475563,0.0006490799,0.01212047,0.8592675,0.0001830237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007229827,0.0005268531,0.0001282906,0.947295,0.009560516,0.00007339616,0.0001376417,0.00007221678,0.03497618],"genre_scores_gemma":[0.06862094,0.002153911,0.0008850314,0.8336639,0.03989981,0.0001293925,0.0001965136,0.00009973833,0.05435077],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03564931,"threshold_uncertainty_score":0.07088357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2604881870393828,"score_gpt":0.4379219560143129,"score_spread":0.1774337689749302,"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."}}