{"id":"W2564675397","doi":"10.1097/opx.0000000000001007","title":"Head Injuries Have Vision and Eye Complications","year":2016,"lang":"en","type":"article","venue":"Optometry and Vision Science","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Concussion; Theme (computing); Psychology; Perception; Medicine; Optometry; Poison control; Injury prevention; Medical emergency; Neuroscience; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0004841458,0.00009700363,0.0001645314,0.0002864823,0.0003525499,0.00009714938,0.00009516533,0.00004037353,0.00004639046],"category_scores_gemma":[0.0001889654,0.0000530112,0.00002567608,0.0004564237,0.00159116,0.0004606298,0.0001209703,0.00005600716,0.00002632025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001702868,"about_ca_system_score_gemma":0.00003521128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002755586,"about_ca_topic_score_gemma":3.665412e-7,"domain_scores_codex":[0.9989559,0.00001305613,0.0001720627,0.000321601,0.0003501641,0.0001872107],"domain_scores_gemma":[0.9992564,0.00009879772,0.00004486875,0.0002807315,0.0001098483,0.0002093418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001143343,0.0001528386,0.5247514,0.00009879129,0.00001190434,0.000002813619,0.0005409636,4.934122e-8,0.1842932,0.01473099,0.0003452775,0.2749574],"study_design_scores_gemma":[0.0006293607,0.0003957439,0.9815727,0.0002759786,0.00001433536,0.00002516715,0.0001858483,0.0001386048,0.01175995,0.001131669,0.003769051,0.0001015718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856024,0.000267626,0.00414074,0.002960592,0.00004769647,0.0001450592,0.00001072445,0.00003760983,0.006787532],"genre_scores_gemma":[0.9958988,0.0001120512,0.003315985,0.0002408344,0.00002258803,0.000004174783,0.000001259495,0.000004970664,0.0003993031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4568214,"threshold_uncertainty_score":0.5862695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086654245906434,"score_gpt":0.4519283756079571,"score_spread":0.4310618331488927,"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."}}