{"id":"W4411393191","doi":"10.1111/codi.70141","title":"Laparoscopic Sugarbaker repair for parastomal hernia – A video vignette","year":2025,"lang":"fr","type":"letter","venue":"Colorectal Disease","topic":"Stoma care and complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Vignette; Surgery; General surgery; Hernia","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":[0.000650125,0.0005000918,0.0005164327,0.000967726,0.0022126,0.0008558489,0.0007211802,0.008241315,0.008980131],"category_scores_gemma":[0.006601181,0.0003329187,0.0008837626,0.0007097208,0.0008684215,0.001139661,0.000648903,0.006663365,0.00185102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003267519,"about_ca_system_score_gemma":0.001415564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0141302,"about_ca_topic_score_gemma":0.01696068,"domain_scores_codex":[0.9994035,0.0001671507,0.00006938381,0.00006869656,0.0001501776,0.0001411576],"domain_scores_gemma":[0.9985443,0.0008101795,0.0001211195,0.00003195821,0.0001654182,0.0003269641],"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":[0.0002174551,0.000167866,0.004037581,0.0001401366,0.0000403021,0.5342941,0.0006627558,0.0005241591,0.0006435441,0.003583629,0.444016,0.01167244],"study_design_scores_gemma":[0.0002060952,0.000589509,0.01643425,0.0007509773,0.00004267323,0.7224942,0.001641446,0.002247017,0.000670475,0.006594752,0.2481882,0.0001404407],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04450407,0.005357968,0.001895461,0.888432,0.02866187,0.0003174948,0.001054186,0.0001751804,0.0296017],"genre_scores_gemma":[0.3651394,0.01089951,0.004531977,0.5178614,0.05259595,0.0003473189,0.000885723,0.0001969957,0.04754191],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0141302,"threshold_uncertainty_score":0.03004152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148677192651714,"score_gpt":0.2891410421800394,"score_spread":0.274273322914868,"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."}}