{"id":"W4399556635","doi":"10.1016/j.hpb.2024.04.335","title":"Median arcuate ligament release: robotic approach","year":2024,"lang":"en","type":"article","venue":"HPB","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Ligament; Surgery","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":[0.0004689696,0.001521669,0.0008830324,0.00212626,0.001746141,0.002231723,0.0008956997,0.001525218,0.0100029],"category_scores_gemma":[0.0009525383,0.0005455322,0.001614437,0.001468239,0.001280966,0.002865521,0.001497494,0.003125499,0.003080887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009506716,"about_ca_system_score_gemma":0.001133837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295023,"about_ca_topic_score_gemma":0.002550599,"domain_scores_codex":[0.9992297,0.00004103341,0.00007852337,0.0002056172,0.0001369465,0.0003082073],"domain_scores_gemma":[0.9996116,0.00006541677,0.0001096053,0.00008454748,0.00001625759,0.0001126642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.002984657,0.001490532,0.05438282,0.001452393,0.001321471,0.2066893,0.001046858,0.005476612,0.08473657,0.006508682,0.01282596,0.6210842],"study_design_scores_gemma":[0.0002303892,0.001574822,0.04191829,0.000254707,0.0002834242,0.923155,0.0002906832,0.002810622,0.009015827,0.002816981,0.01752666,0.0001226013],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7827112,0.01727282,0.1168813,0.006833288,0.001483641,0.0002489658,0.001382446,0.004748723,0.0684377],"genre_scores_gemma":[0.9375862,0.004303313,0.03952702,0.002055571,0.00233792,0.0001339505,0.0007305901,0.0004483119,0.01287717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100029,"threshold_uncertainty_score":0.03346306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457551094311239,"score_gpt":0.2773921499838727,"score_spread":0.2528166390407603,"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."}}