{"id":"W1678672966","doi":"10.1503/cmaj.120511","title":"Concussion","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Emergency Physicians; Canadian Paediatric Society; Canadian Academy of Sport and Exercise Medicine","funders":"","keywords":"Irritability; Concussion; Medicine; Brain function; Cognition; Psychiatry; Poison control; Psychology; Injury prevention; Neuroscience; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004276708,0.001007154,0.001129337,0.002650799,0.002885314,0.001865059,0.0008442778,0.001423817,0.07162967],"category_scores_gemma":[0.003128603,0.000251647,0.0007819799,0.001906714,0.0005215165,0.0007468869,0.002076187,0.0009801002,0.04346228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001221557,"about_ca_system_score_gemma":0.003390338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01339574,"about_ca_topic_score_gemma":0.0176824,"domain_scores_codex":[0.999011,0.00005488409,0.0001341181,0.0001153727,0.0004578608,0.0002266255],"domain_scores_gemma":[0.998863,0.00004635098,0.0001046474,0.00007367485,0.0007508316,0.0001614556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001431898,0.0004622787,0.03370659,0.002580743,0.0001828598,0.006114508,0.0009445057,0.0001507428,0.00199334,0.004099744,0.4293452,0.5189875],"study_design_scores_gemma":[0.0003169925,0.0007476719,0.08414274,0.002913258,0.0001956315,0.02080821,0.001203944,0.0001692268,0.001421526,0.00552353,0.8824634,0.00009379968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0763698,0.03980216,0.007525229,0.009807765,0.007742839,0.005903427,0.03471147,0.002368953,0.8157684],"genre_scores_gemma":[0.3625097,0.06122772,0.01385617,0.020935,0.0058262,0.004289936,0.09056049,0.0006825955,0.4401122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07162967,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328450079022179,"score_gpt":0.3019349816222928,"score_spread":0.278650480832071,"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."}}