{"id":"W2133561934","doi":"10.1016/j.accreview.2004.02.078","title":"In-hospital cost of abdominal aortic aneurysm repair in canada and the united states","year":2004,"lang":"en","type":"article","venue":"ACC Current Journal Review","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Abdominal aortic aneurysm; Aortic aneurysm; General surgery; Aneurysm; 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":[0.0008225959,0.0001149791,0.000789693,0.00007910023,0.00002302,0.000006087198,0.00007023298,0.0000156894,0.00004216643],"category_scores_gemma":[0.0005337638,0.00006327828,0.0002125638,0.0003488691,0.00006916709,0.00005557794,0.00001979271,0.0003778008,0.000001604459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002151516,"about_ca_system_score_gemma":0.0005373724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1005864,"about_ca_topic_score_gemma":0.0345974,"domain_scores_codex":[0.9986153,0.0001577612,0.0006303954,0.0001000471,0.0003103551,0.0001861679],"domain_scores_gemma":[0.999123,0.0003762577,0.0001734118,0.0001350091,0.00006149989,0.0001308444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009839145,0.0007312054,0.8259072,0.00974733,0.0002476698,0.008952931,0.00110403,0.0001298059,0.000004355373,0.003380522,0.007303315,0.1415078],"study_design_scores_gemma":[0.0122714,0.0002544856,0.4117315,0.02179127,0.0006593303,0.00636813,0.0002773342,0.0001191737,0.0000105064,0.0004465209,0.5457458,0.0003245248],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7603276,0.2210879,0.000003237643,0.01776537,0.0002114849,0.0005415907,0.000002732727,0.000003098998,0.00005692233],"genre_scores_gemma":[0.4741521,0.5237802,0.00001947907,0.001958099,0.00004863941,0.00001069803,0.000005127676,0.000007663534,0.00001804977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5384425,"threshold_uncertainty_score":0.9830187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311268641428688,"score_gpt":0.2954393097118025,"score_spread":0.2823266232975156,"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."}}