{"id":"W4389286350","doi":"10.1097/ms9.0000000000001492","title":"Vascular trauma injury evaluation in Khorramabad, Iran: a cross-sectional study","year":2023,"lang":"en","type":"article","venue":"Annals of Medicine and Surgery","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Running Injury Clinic","funders":"","keywords":"Medicine; Referral; Major trauma; Shahid; Surgery; Complication; Retrospective cohort study; Presentation (obstetrics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005109104,0.0002776548,0.0003396342,0.001392627,0.0008467686,0.0005704307,0.0003488072,0.0004506097,0.001843366],"category_scores_gemma":[0.001201866,0.0004207208,0.0003159209,0.001474729,0.0004140613,0.0006254483,0.0004377745,0.0004236196,0.0002276703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000463496,"about_ca_system_score_gemma":0.0007452345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004617707,"about_ca_topic_score_gemma":0.006285233,"domain_scores_codex":[0.9995059,0.00009738423,0.00008573556,0.00007794246,0.0001300347,0.0001029887],"domain_scores_gemma":[0.9991983,0.0001137437,0.0004088137,0.00003769976,0.0001058168,0.0001357478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001462832,0.00007952053,0.9983724,0.00002103344,0.00001111832,0.0003150403,0.0002318285,0.000009774662,0.00005533747,0.00001232617,0.00008972295,0.0007872845],"study_design_scores_gemma":[0.000005138326,0.0002228028,0.9945563,0.00002361203,0.00001807156,0.002859181,0.001921767,0.00004985618,0.00003656577,0.00001928927,0.0002830618,0.000004449616],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992125,0.0002224333,0.00004100262,0.00006318146,0.000005111619,0.00002127214,0.00009940872,0.000002375779,0.0003326708],"genre_scores_gemma":[0.9991814,0.0003673468,0.00009646264,0.00007154595,0.00002032978,0.0000234102,0.0001337097,9.246918e-7,0.0001048089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004617707,"threshold_uncertainty_score":0.009181678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2390382360572186,"score_gpt":0.437905568354123,"score_spread":0.1988673322969045,"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."}}