{"id":"W4318499626","doi":"10.3390/jcm12030982","title":"Evaluation of Clinical Characteristics and CT Decision Rules in Elderly Patients with Minor Head Injury: A Prospective Multicenter Cohort Study","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prospective cohort study; Head injury; Cohort; Cohort study; Internal medicine; Emergency medicine; Pediatrics; Intensive care medicine; Surgery","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":[0.002841576,0.0004864554,0.0008173345,0.0009933184,0.0005520157,0.001157974,0.0004554149,0.000552917,0.001040726],"category_scores_gemma":[0.008624129,0.0003655095,0.0009540538,0.001150073,0.0003043178,0.0009022261,0.0006867118,0.000661281,0.0002991046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005062061,"about_ca_system_score_gemma":0.0005166036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003414127,"about_ca_topic_score_gemma":0.00305742,"domain_scores_codex":[0.998632,0.000406761,0.0002171016,0.0003406585,0.0002487597,0.0001545857],"domain_scores_gemma":[0.9938663,0.001053683,0.002751786,0.0007085145,0.0009234499,0.0006963417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005571988,0.0001212674,0.998116,0.000008177437,0.0001116507,0.00007286789,0.00009339082,0.00003904185,0.00006825949,0.000008443932,0.0001059649,0.0006976267],"study_design_scores_gemma":[0.000106277,0.0009169695,0.9968441,0.00001449895,0.0001500009,0.0004870852,0.0004227104,0.0006443929,0.00007254331,0.00003165476,0.0002921653,0.00001764397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994884,0.00007144349,0.0000559072,0.00001243327,0.000003264048,0.0000329185,0.0002474413,0.000001622801,0.00008659853],"genre_scores_gemma":[0.9987936,0.00006867625,0.0001760291,0.00003562041,0.00001560718,0.00005862052,0.0007968757,0.000002861638,0.00005212629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003414127,"threshold_uncertainty_score":0.01502788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049844862628073,"score_gpt":0.4649006003130673,"score_spread":0.3599161140502599,"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."}}