{"id":"W2791032185","doi":"10.1007/s00381-018-3771-4","title":"MRI in mild pediatric traumatic brain injury: diagnostic overkill or useful tool?","year":2018,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"","keywords":"Medicine; Traumatic brain injury; Magnetic resonance imaging; Emergency department; Radiology; Sedation; Cohort; Neuroradiology; Head injury; Neurosurgery; Fluid-attenuated inversion recovery; Retrospective cohort study; Hematoma; Neurology; Surgery; Internal medicine","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":[0.001212983,0.00128376,0.001136456,0.003842356,0.0009436687,0.001685452,0.001842644,0.003048218,0.003886495],"category_scores_gemma":[0.0145221,0.0005675244,0.0005841322,0.001390505,0.001495899,0.004284158,0.0007324748,0.002460354,0.0009907839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007542957,"about_ca_system_score_gemma":0.001802557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005818481,"about_ca_topic_score_gemma":0.007191156,"domain_scores_codex":[0.9992505,0.0001617905,0.00015866,0.00006916674,0.0001252089,0.0002347243],"domain_scores_gemma":[0.9962271,0.001301225,0.0006456496,0.0001442802,0.0008685882,0.0008130863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001285766,0.0006511579,0.6698948,0.001264874,0.000156106,0.1808305,0.00079845,0.001293294,0.007688493,0.002347554,0.02187511,0.111914],"study_design_scores_gemma":[0.0002755879,0.001632934,0.4912195,0.006765123,0.0009089696,0.4342674,0.01105733,0.007152586,0.009396153,0.008449519,0.02861043,0.0002644104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7533004,0.1422808,0.003839273,0.05344569,0.003253518,0.0002275811,0.0008733253,0.0003073812,0.04247196],"genre_scores_gemma":[0.9412298,0.04470293,0.00370875,0.004074126,0.004489784,0.00006596716,0.0004461632,0.00004116189,0.001241314],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005818481,"threshold_uncertainty_score":0.01300162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584182818040534,"score_gpt":0.2733789915298363,"score_spread":0.247537163349431,"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."}}