{"id":"W4307922507","doi":"10.3390/ijerph192114311","title":"Value of Repeat CT Brain in Mild Traumatic Brain Injury Patients with High Risk of Intracerebral Hemorrhage Progression","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glasgow Coma Scale; Traumatic brain injury; Intracerebral hemorrhage; Subarachnoid hemorrhage; Head trauma; Head injury; Midline shift; Internal medicine; Surgery; Computed tomography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003103648,0.0003196397,0.0004520633,0.000954628,0.0003344268,0.00062863,0.0002901293,0.0005262408,0.00109406],"category_scores_gemma":[0.003216752,0.000132315,0.0003807772,0.0005695028,0.0002198947,0.0004139381,0.0002773355,0.0005763288,0.0001909069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145942,"about_ca_system_score_gemma":0.000389485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00393289,"about_ca_topic_score_gemma":0.00369372,"domain_scores_codex":[0.9997199,0.00006660636,0.00004696615,0.00005465436,0.00006913612,0.00004277174],"domain_scores_gemma":[0.9985134,0.0002604734,0.0006847733,0.00006519645,0.0001704196,0.0003056972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003507693,0.00003267786,0.9960907,0.000009705633,0.00002723687,0.0004175651,0.00003650304,0.00007300561,0.0002466723,0.000007842722,0.00004965947,0.002657669],"study_design_scores_gemma":[0.00001395704,0.0003325835,0.9966496,0.00001548659,0.0000475607,0.001981592,0.0001376356,0.0004061639,0.0002244027,0.00002066495,0.0001609549,0.0000093957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998776,0.0003880675,0.00005645005,0.00004303316,0.000006635099,0.000009319389,0.00008349223,0.000006148161,0.0006308188],"genre_scores_gemma":[0.9996331,0.00009688894,0.00006201548,0.0000125276,0.00001416525,0.000004704624,0.0001221687,0.000001130092,0.00005324323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00393289,"threshold_uncertainty_score":0.00782001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.036629628996415,"score_gpt":0.3518194879960262,"score_spread":0.3151898589996112,"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."}}