{"id":"W1970823699","doi":"10.1016/j.pjnns.2014.12.007","title":"Indications for CT scanning in minor head injuries: A review","year":2015,"lang":"en","type":"review","venue":"Neurologia i Neurochirurgia Polska","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Alertness; Head (geology); Computed tomography; Radiology; Head injury; Surgery; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009889706,0.001005883,0.004345311,0.0006956173,0.0001475393,0.00005406033,0.000771425,0.0003202856,0.00006198854],"category_scores_gemma":[0.002362518,0.0008185487,0.001406275,0.001365924,0.0002634506,0.0001426653,0.0001820208,0.00160081,0.0001355543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010766,"about_ca_system_score_gemma":0.001112992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001126186,"about_ca_topic_score_gemma":0.00000993067,"domain_scores_codex":[0.9944553,0.0007003396,0.001897653,0.001462433,0.0006097532,0.0008745339],"domain_scores_gemma":[0.9959136,0.00106328,0.0009215872,0.001545945,0.0001399928,0.000415643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001530115,0.0006323978,0.000130996,0.1748856,0.000269078,0.0005107998,0.00007091915,6.233561e-7,0.000002417617,0.0004081304,0.05521268,0.7677233],"study_design_scores_gemma":[0.0009848296,0.0009472478,0.0002669001,0.03292494,0.002305663,0.001247332,0.00000454565,0.000004457719,0.000001786767,0.00008558649,0.9606912,0.0005355142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002263551,0.9887983,0.00001337026,0.00143067,0.0006784049,0.0067969,0.000222029,0.0002514104,0.001582523],"genre_scores_gemma":[0.0001152948,0.9889165,0.0002415129,0.006752448,0.0002998916,0.002560756,0.0004239978,0.0001970119,0.0004926408],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9054785,"threshold_uncertainty_score":0.9994265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1071870186942612,"score_gpt":0.396981222332595,"score_spread":0.2897942036383338,"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."}}