{"id":"W4294874295","doi":"10.5114/pg.2022.116998","title":"Perineal pseudocontinent colostomy: an alternative method to promote patients’ satisfaction and safety?","year":2022,"lang":"en","type":"article","venue":"Gastroenterology Review","topic":"Stoma care and complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colostomy; Patient satisfaction; General surgery; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002708654,0.0001235487,0.0003766477,0.00007129272,0.0001420385,0.000004849864,0.00007319871,0.00001574051,0.000359867],"category_scores_gemma":[0.00002843503,0.0001154107,0.00006347667,0.0001156605,0.0000232976,0.00004391707,0.0001591166,0.0001811638,0.00001516523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015191,"about_ca_system_score_gemma":0.00002155448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004346073,"about_ca_topic_score_gemma":0.00002619491,"domain_scores_codex":[0.9987525,0.0002829943,0.0002820909,0.0003315355,0.0001487394,0.0002021374],"domain_scores_gemma":[0.9993457,0.00001585269,0.0001038795,0.0002672374,0.0001086412,0.0001587117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00101716,0.0003827343,0.7473596,0.0004655337,0.0001634541,0.00002146571,0.0004306051,0.000008572933,0.0003917359,0.0002541242,0.005509619,0.2439954],"study_design_scores_gemma":[0.001243955,0.004846047,0.85569,0.0001777601,0.0002128416,0.0005242606,0.00003652482,0.00008000565,0.000009189376,0.00002626693,0.1370761,0.00007700623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795765,0.001568405,0.003544647,0.01281586,0.0001421527,0.002056156,0.00006176585,0.00005401293,0.0001804829],"genre_scores_gemma":[0.9007645,0.003064819,0.0334671,0.05935017,0.0001358261,0.002550143,0.0003588573,0.00005260565,0.0002560111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2439184,"threshold_uncertainty_score":0.4706311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761639983752025,"score_gpt":0.3212499324203071,"score_spread":0.3036335325827869,"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."}}