{"id":"W4400205167","doi":"10.1016/j.orcp.2024.06.001","title":"30-day morbidity and mortality of revisional bariatric surgery – An international multi-centre collaborative (BROAD) study","year":2024,"lang":"en","type":"article","venue":"Obesity Research & Clinical Practice","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; General surgery; 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":[0.003492348,0.001071727,0.001248149,0.001526161,0.0009543907,0.002147944,0.001845952,0.001879526,0.0009134823],"category_scores_gemma":[0.004967857,0.001103852,0.002597992,0.002730181,0.000851943,0.001681069,0.002650493,0.002249098,0.0002543207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370967,"about_ca_system_score_gemma":0.001074003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02143008,"about_ca_topic_score_gemma":0.02785463,"domain_scores_codex":[0.9968483,0.001193892,0.0003255237,0.0007444046,0.0004318197,0.0004561388],"domain_scores_gemma":[0.993437,0.0009431975,0.002503726,0.0009267929,0.0006953901,0.00149376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008990525,0.0001882802,0.9959657,0.00005148688,0.001051541,0.0001295855,0.0003241613,0.0001107903,0.0001397175,0.00005065608,0.0003931902,0.0006957448],"study_design_scores_gemma":[0.00008382023,0.0001365798,0.9986591,0.00001921809,0.0002583071,0.000113331,0.0004641988,0.0001099375,0.00001605328,0.00001897796,0.0001043598,0.00001602044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978361,0.0005819945,0.00009771391,0.0001062746,0.00001858895,0.00002627505,0.0009545132,0.000004711068,0.0003738063],"genre_scores_gemma":[0.9980559,0.0002395982,0.0001381183,0.0001021056,0.00004191895,0.00003729931,0.001284159,0.000005843955,0.00009508921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02143008,"threshold_uncertainty_score":0.0426107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.249173430431508,"score_gpt":0.542025903129274,"score_spread":0.292852472697766,"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."}}