{"id":"W4416303779","doi":"10.5500/wjt.v15.i4.104399","title":"Comparison of Clavien–Dindo classification and comprehensive complication index in patients undergoing simultaneous pancreas-kidney transplantation","year":2025,"lang":"en","type":"article","venue":"World Journal of Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Complication; Transplantation; Index (typography); Retrospective cohort study; Severity of illness","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":[0.0001829109,0.0001736944,0.0005305404,0.0009173819,0.00006019733,0.00001832162,0.00008825406,0.0001025824,0.00001237998],"category_scores_gemma":[0.0000394226,0.0001651023,0.00009214848,0.0005455331,0.00007477777,0.0002178205,0.00000307624,0.0002881683,8.237356e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001031767,"about_ca_system_score_gemma":0.0001408915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000029772,"about_ca_topic_score_gemma":0.0001255988,"domain_scores_codex":[0.9981035,0.0001075879,0.001120774,0.0001825437,0.0003383083,0.0001473124],"domain_scores_gemma":[0.9983457,0.0004678921,0.0005787109,0.0001178073,0.0003912343,0.00009866392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002919713,0.0003583331,0.9804709,0.002665136,0.00007153859,0.00001683531,0.001300946,0.0003271588,0.005921938,0.0009535777,0.00005107157,0.004942838],"study_design_scores_gemma":[0.006664779,0.0003241914,0.9749892,0.001826145,0.0005053317,0.00004452929,0.0002225828,0.001374791,0.01357454,0.0002465098,0.0001034398,0.0001239341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718226,0.0002646008,0.02592367,0.0007522446,0.0001347053,0.0005271138,0.00004710912,0.00002557397,0.0005023415],"genre_scores_gemma":[0.9933028,0.003798058,0.002289643,0.0002824834,0.0000199925,0.000004453486,0.0002505496,0.00001430889,0.00003773026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02363402,"threshold_uncertainty_score":0.6732675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997255497932322,"score_gpt":0.3313825253207655,"score_spread":0.3114099703414422,"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."}}