{"id":"W2974737588","doi":"10.7861/clinmedicine.19-5-428a","title":"Head injury in the elderly","year":2019,"lang":"en","type":"letter","venue":"Clinical Medicine","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Head injury; Head (geology); Cervical spine; Cervical spine injury; Physical medicine and rehabilitation; Physical therapy; 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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001740542,0.0002947669,0.001135969,0.00020846,0.00002654066,0.00000971315,0.0003965079,0.001430212,0.0007969753],"category_scores_gemma":[0.002379563,0.0001484882,0.0002594436,0.0002681814,0.0003604987,0.00002777459,0.00003945404,0.005810361,0.0002250301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004387874,"about_ca_system_score_gemma":0.0001281511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009951553,"about_ca_topic_score_gemma":0.000004353084,"domain_scores_codex":[0.997043,0.0002724232,0.001202957,0.0004822634,0.000675217,0.0003241983],"domain_scores_gemma":[0.9968837,0.001598128,0.000326844,0.00101892,0.0001113163,0.00006109828],"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":[0.0001201361,0.00005820825,0.003066972,0.0001615673,0.00002869512,0.0004444184,0.00004252273,6.971426e-9,0.000004932053,0.0000329841,0.9545305,0.04150904],"study_design_scores_gemma":[0.001092753,0.00717843,0.02300553,0.001274605,0.0001553673,0.00006872978,0.00002694151,0.000003936534,0.00000439422,0.0006748814,0.9663662,0.0001481873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00243348,0.000744939,0.0000862556,0.9802424,0.001324356,0.001022247,0.000007291564,0.00008538094,0.01405366],"genre_scores_gemma":[0.01100835,0.0007005667,0.0001407719,0.96256,0.02031845,0.00004606013,0.000286357,0.00004481487,0.004894613],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04136085,"threshold_uncertainty_score":0.9998661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09500566758546033,"score_gpt":0.4753926670390077,"score_spread":0.3803869994535474,"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."}}