{"id":"W4232325870","doi":"10.1097/00005373-200508000-00116","title":"ADVANCED APPLICATION OF ARTERIAL EMBOLIZATION FOR COMPLEX HEPATIC INJURY-IS ALTERNATIVE TO SURGICAL TREATMENT?","year":2005,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arterial Embolization; Medicine; General surgery; Embolization; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001899748,0.0001538774,0.000408684,0.0001198804,0.0001607153,0.00001843134,0.00005958019,0.00007084253,0.00005068226],"category_scores_gemma":[0.0001232679,0.000102191,0.0001497474,0.0001315672,0.0001792728,0.0001701238,0.0000111108,0.0001019404,0.000002649232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153917,"about_ca_system_score_gemma":0.00004703238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004871144,"about_ca_topic_score_gemma":0.00002899401,"domain_scores_codex":[0.9988762,0.00007546548,0.000533081,0.0001245158,0.0002269454,0.0001638223],"domain_scores_gemma":[0.9985216,0.00020382,0.0001490405,0.0001333372,0.0008375309,0.0001546535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.04477702,0.002308475,0.0190313,0.001300158,0.000596868,0.000007831977,0.02635662,0.0001859547,0.05255768,0.01306507,0.003572089,0.8362409],"study_design_scores_gemma":[0.0235715,0.08583806,0.1672724,0.0009121993,0.005345884,0.001411773,0.01004425,0.003334255,0.4914416,0.01217862,0.1974244,0.001225047],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837104,0.0002043214,0.01296843,0.002037765,0.0001876012,0.0005205008,0.0000869798,0.00001229645,0.0002716861],"genre_scores_gemma":[0.9975994,0.0001928909,0.0009962013,0.0002492174,0.0008910345,0.00002233832,0.00001295054,0.00001604364,0.0000198717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8350159,"threshold_uncertainty_score":0.4167228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473460649991637,"score_gpt":0.3721080092724959,"score_spread":0.3473734027725796,"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."}}