{"id":"W4313216332","doi":"10.1016/j.atssr.2022.12.005","title":"Hybrid Frozen Elephant Trunk for Single-Stage Kommerell Diverticulum and Type A Dissection Repair","year":2022,"lang":"en","type":"article","venue":"Annals of Thoracic Surgery Short Reports","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Elephant trunks; Single stage; Stage (stratigraphy); Anatomy; Diverticulum (mollusc); Trunk; Dissection (medical); Surgery; Biology; Aortic dissection; Medicine; Engineering; Botany; Aorta; Paleontology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001586919,0.0002209363,0.0007469348,0.0002306462,0.0002223955,0.0000145964,0.00004043522,0.00004208005,0.0002296819],"category_scores_gemma":[0.001553554,0.0002088752,0.0004107915,0.0002563199,0.00008512462,0.0001070516,0.0001857717,0.0001434622,0.000001252566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004355755,"about_ca_system_score_gemma":0.0001171242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007040837,"about_ca_topic_score_gemma":0.00001129169,"domain_scores_codex":[0.9976916,0.0001027006,0.0008776815,0.000472465,0.0004929,0.0003626871],"domain_scores_gemma":[0.9981083,0.0005840817,0.0003060481,0.0004853909,0.0003501306,0.0001660952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001823856,0.001224103,0.6428661,0.001289927,0.001406494,0.004912027,0.0006394308,0.00002551088,0.01239252,0.000003862722,0.04456836,0.2888478],"study_design_scores_gemma":[0.0001896917,0.004042693,0.2594607,0.001259838,0.002800624,0.01798406,0.004739883,0.002888725,0.411077,0.001556237,0.2914689,0.002531642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943838,0.002524397,0.00005180256,0.0005199365,0.0006255921,0.0007641427,0.00004832811,0.0001362798,0.0009457056],"genre_scores_gemma":[0.9977351,0.0001791472,0.0001691341,0.0003092028,0.00008930639,0.000150452,0.0001108712,0.0000433485,0.00121345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3986845,"threshold_uncertainty_score":0.8517684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064290410215463,"score_gpt":0.3643781177949564,"score_spread":0.2579490767734101,"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."}}