{"id":"W1425510893","doi":"10.1503/cmaj.150949","title":"Managing isolated head trauma in young children","year":2015,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Head trauma; Head (geology); Medicine; Skull; Pediatrics; Surgery","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":[0.0004908511,0.0005078031,0.0005234019,0.0009446812,0.001927556,0.001177034,0.0008828061,0.004334347,0.004245567],"category_scores_gemma":[0.006354914,0.0002401611,0.0005722798,0.0005698319,0.001059754,0.001480744,0.0009464461,0.006792035,0.002134175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210705,"about_ca_system_score_gemma":0.00158849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00481073,"about_ca_topic_score_gemma":0.01132302,"domain_scores_codex":[0.9992909,0.0001810189,0.00009612019,0.00007783731,0.0002106194,0.0001434107],"domain_scores_gemma":[0.9984464,0.0005099207,0.0002901901,0.0000296814,0.0002106496,0.0005131966],"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":[0.00007418555,0.0001566527,0.03479419,0.0005522856,0.00005499727,0.4350821,0.000837999,0.0004960694,0.0009271528,0.003170425,0.4519425,0.07191147],"study_design_scores_gemma":[0.00009566922,0.000323156,0.0248226,0.00271585,0.00006374877,0.7726429,0.002413829,0.001256063,0.0007822411,0.01123452,0.183572,0.00007745704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05797243,0.04644425,0.003290914,0.7815484,0.02479518,0.000299445,0.0004321832,0.0003322412,0.08488489],"genre_scores_gemma":[0.4891924,0.05248615,0.00739919,0.3351715,0.09618787,0.0002726462,0.0004839057,0.0001214726,0.01868491],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.00481073,"threshold_uncertainty_score":0.01603985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01416459539545304,"score_gpt":0.248769507226171,"score_spread":0.234604911830718,"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."}}