{"id":"W4406734918","doi":"10.1111/nmo.15011","title":"Consensus on Safe Initiation and Monitoring of Transanal Irrigation to Optimize Adherence With Therapy","year":2025,"lang":"en","type":"review","venue":"Neurogastroenterology & Motility","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; University of British Columbia","funders":"","keywords":"Medicine; Contraindication; Irrigation; Constipation; Intensive care medicine; Surgery; Alternative medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001822924,0.0003977605,0.001391704,0.0002544756,0.00005378743,0.00001015547,0.0001224294,0.0001571844,0.00001917435],"category_scores_gemma":[0.0002389171,0.0003202902,0.0002045793,0.0002206805,0.0002324362,0.00002886166,0.00003013807,0.0005492919,0.000002251385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000378504,"about_ca_system_score_gemma":0.0001623255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002428532,"about_ca_topic_score_gemma":0.00001020949,"domain_scores_codex":[0.9978096,0.0003881511,0.000623057,0.0006456252,0.0002261231,0.0003074345],"domain_scores_gemma":[0.9986565,0.0003575525,0.0002685116,0.0004227774,0.0001248307,0.0001698094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002781168,0.001207009,0.2210397,0.01758436,0.0003962332,0.00009927468,0.0001633278,0.0001082733,0.00004450506,0.00002058297,0.00004347293,0.756512],"study_design_scores_gemma":[0.008235699,0.03157491,0.9164517,0.03569528,0.002294099,0.0006906043,0.0001168547,0.00005275219,0.00008770086,0.00005074487,0.00457224,0.0001774092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.667486,0.3238924,0.001400965,0.001132383,0.0004471237,0.004674615,0.0002176615,0.0001316908,0.000617102],"genre_scores_gemma":[0.3076562,0.6849686,0.006323168,0.0006045114,0.00008077578,0.000184481,0.0001013104,0.00005119018,0.00002975496],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7563347,"threshold_uncertainty_score":0.9999249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06333768096907837,"score_gpt":0.3433136312738372,"score_spread":0.2799759503047589,"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."}}