{"id":"W4316040420","doi":"10.25259/sni_918_2022","title":"Retrograde cranio-orbital penetrating injury: A case report","year":2023,"lang":"en","type":"article","venue":"Surgical Neurology International","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glasgow Coma Scale; Surgery; Orbit (dynamics); Hematoma; Scalp; GUNSHOT INJURY","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":[0.0003288723,0.0001424107,0.0002463045,0.0002084001,0.00009685053,0.00002909794,0.0001044715,0.0001488877,0.0007929342],"category_scores_gemma":[0.0003074384,0.0001234361,0.0001892837,0.0002412373,0.0001866603,0.00007891153,0.00008361579,0.0003977594,0.0002231079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001507883,"about_ca_system_score_gemma":0.00004415907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001855293,"about_ca_topic_score_gemma":0.00000847772,"domain_scores_codex":[0.9984899,0.00005235531,0.0004497272,0.0003436513,0.0003838705,0.0002804568],"domain_scores_gemma":[0.9992937,0.0001596701,0.00009547544,0.0002266341,0.00009184571,0.0001326175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001561588,0.0001408333,0.07652986,0.00001844787,0.0001831419,0.9013478,0.0001144931,0.000005776178,0.0002173723,0.01487103,0.003790091,0.001219617],"study_design_scores_gemma":[0.002331459,0.001943646,0.06115209,0.00002039027,0.0000767131,0.8888741,0.00009168223,0.002377314,0.000239768,0.002836257,0.03981751,0.0002390821],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590989,0.00001388662,0.00001531785,0.007414215,0.000855424,0.0001547168,0.00003100255,0.0002967063,0.03211986],"genre_scores_gemma":[0.9972188,0.000007203893,0.0001826284,0.0004704923,0.000531702,0.00002495849,0.0002054771,0.00002273417,0.001335989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03811994,"threshold_uncertainty_score":0.8682073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027289225441404,"score_gpt":0.3216178755867496,"score_spread":0.3013449833323356,"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."}}