{"id":"W4404250745","doi":"10.1177/08968608241297794","title":"Colostomy formation in a peritoneal dialysis patient","year":2024,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Colostomy; Peritoneal dialysis; Intensive care medicine; Surgery; Contraindication; Dialysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002657537,0.0002483486,0.0004333469,0.001061725,0.0000702133,0.0002738777,0.0001884967,0.00009931342,0.001430045],"category_scores_gemma":[0.0001162022,0.0002123688,0.0005524704,0.0008094019,0.00007542388,0.0003864482,0.0001426691,0.0002264316,0.0003766192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005239093,"about_ca_system_score_gemma":0.00007944431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000206609,"about_ca_topic_score_gemma":0.0001467355,"domain_scores_codex":[0.9974586,0.00008094165,0.0006974828,0.0005096076,0.0009420224,0.0003112841],"domain_scores_gemma":[0.9992691,0.00007305863,0.00008529885,0.0002672591,0.0001212503,0.0001840698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002301509,0.005524992,0.02805138,0.001197836,0.007339562,0.005381349,0.01973074,0.002430533,0.03268175,0.01900816,0.0388032,0.837549],"study_design_scores_gemma":[0.003694087,0.0005952451,0.07540435,0.001092255,0.002583952,0.0001978522,0.002200578,0.311652,0.007036944,0.001043194,0.593213,0.001286613],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470872,0.0009806533,0.001157361,0.00694989,0.001640003,0.0005699092,0.00009293287,0.0001949637,0.04132703],"genre_scores_gemma":[0.9958733,0.0002602006,0.0005124136,0.0005891061,0.0006492283,0.0002486125,0.0007200578,0.00003164306,0.001115448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8362624,"threshold_uncertainty_score":0.9994828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060437518342099,"score_gpt":0.2770935044095257,"score_spread":0.2664891292261047,"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."}}