{"id":"W4406639807","doi":"10.1016/b978-1-4557-0984-7.00105-8","title":"10.1016/b978-1-4557-0984-7.00105-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Abdominal compartment syndrome; Abdominal aortic aneurysm; Surgery; Aneurysm; Abdomen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001038155,0.0003657072,0.000602913,0.0002143048,0.000108624,0.0000203302,0.0001952542,0.0003083947,0.9982828],"category_scores_gemma":[0.00002466752,0.000358605,0.0002872267,0.00006350441,0.00008217569,0.00003758555,0.0000673047,0.000427956,0.99728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008759754,"about_ca_system_score_gemma":0.0001250496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008949065,"about_ca_topic_score_gemma":1.273004e-7,"domain_scores_codex":[0.998548,0.00001248793,0.0003825513,0.0004541744,0.0003108032,0.0002920344],"domain_scores_gemma":[0.9985561,0.0001012962,0.0001075835,0.0007761655,0.000110924,0.0003479643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002636964,0.000050407,1.869764e-8,0.00002362433,0.0001089117,0.00004946236,0.000006069154,0.000001457898,0.00002001025,0.0002458294,0.2065332,0.7926974],"study_design_scores_gemma":[0.0001391366,0.0002085833,0.000005587025,0.0002659866,0.0002811018,0.0001367393,2.946597e-7,0.000009160967,0.00002449959,0.0003876561,0.9981847,0.0003565444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001687397,0.0003517755,0.000002019151,0.000868163,0.000003520197,0.0004982179,0.00007749988,0.0001847675,0.9980124],"genre_scores_gemma":[0.000004438486,0.00000193259,0.0001114705,0.0002291545,0.0005583503,0.00004913035,0.0002748016,0.00009963773,0.9986711],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7923408,"threshold_uncertainty_score":0.9998866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391048209423499,"score_gpt":0.1996646778956991,"score_spread":0.1857541958014642,"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."}}