{"id":"W4366998192","doi":"10.7759/cureus.38127","title":"Perforated Marginal Ulcer","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Medicine; Surgery; Abdomen; Abdominal pain; Medical history; General surgery; Gastric bypass surgery; Perforation; Gastric bypass; Past medical history; Presentation (obstetrics); Weight loss","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":[0.0001941352,0.0006742278,0.0005959956,0.0008654007,0.0007248631,0.001055089,0.0003070298,0.0007336739,0.006063045],"category_scores_gemma":[0.001465574,0.0002519644,0.0004307111,0.0007994808,0.0006669092,0.001003344,0.001058912,0.001307031,0.00108038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003165133,"about_ca_system_score_gemma":0.0002616953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007979977,"about_ca_topic_score_gemma":0.0006767017,"domain_scores_codex":[0.9997228,0.00003803475,0.00002000151,0.00003994272,0.00006575031,0.0001133647],"domain_scores_gemma":[0.9995514,0.00007109502,0.0001581354,0.00003259111,0.00004993599,0.0001368801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0008578313,0.0003203964,0.13093,0.001762025,0.0002977044,0.6311815,0.001282325,0.0002876732,0.0172346,0.006826358,0.01391654,0.195103],"study_design_scores_gemma":[0.00004400997,0.0002710193,0.04747632,0.000449919,0.00008987688,0.9146054,0.0007949229,0.0002294229,0.00164831,0.002148136,0.03220471,0.00003797118],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7554224,0.1511996,0.01168762,0.002471596,0.0008154679,0.0003358062,0.0009673495,0.00053993,0.07656028],"genre_scores_gemma":[0.9770852,0.01451247,0.001515875,0.001132315,0.0003690506,0.0000308771,0.0002553585,0.00003497306,0.005063856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006063045,"threshold_uncertainty_score":0.02028292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03682476793782426,"score_gpt":0.3006781103150084,"score_spread":0.2638533423771841,"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."}}