{"id":"W4402635766","doi":"10.1016/j.jvsvi.2024.100138","title":"The overall outcome of aortoduodenal syndrome following endovascular vs open surgical interventions","year":2024,"lang":"en","type":"article","venue":"JVS-Vascular Insights","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Psychological intervention; Medicine; Intensive care medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007033014,0.0003192044,0.0008128074,0.0001661925,0.0002494172,0.0001851867,0.0004972497,0.0001528586,0.0002028122],"category_scores_gemma":[0.0001523904,0.0001932828,0.002548086,0.0003651007,0.0001378343,0.0003099043,0.0004267229,0.000363069,0.000228061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828331,"about_ca_system_score_gemma":0.0001408646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002196138,"about_ca_topic_score_gemma":0.00003440578,"domain_scores_codex":[0.9969265,0.0002165131,0.000991795,0.0005867749,0.0008756015,0.0004027997],"domain_scores_gemma":[0.998248,0.0002529226,0.0001139937,0.001090095,0.00008148087,0.0002134841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002495672,0.01177855,0.2264695,0.01143075,0.1303259,0.3658095,0.007987013,0.0004789976,0.003122807,0.1830582,0.01250838,0.04453474],"study_design_scores_gemma":[0.03012166,0.006063771,0.2875099,0.01011262,0.017908,0.01944458,0.000700558,0.007433189,0.002085207,0.008911682,0.6074367,0.002272129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765505,0.01634879,0.0004370419,0.0005278343,0.0008387712,0.001337698,0.000006797556,0.0001904928,0.00376205],"genre_scores_gemma":[0.9933692,0.0002761246,0.0005743578,0.00007128968,0.00009280819,0.0001319226,0.00005051435,0.00006767671,0.005366084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5949283,"threshold_uncertainty_score":0.7881846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03977812348998272,"score_gpt":0.3464310860513721,"score_spread":0.3066529625613894,"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."}}