{"id":"W4417468556","doi":"10.1177/08968608251407080","title":"Sustainable peritoneal dialysis: Your questions answered","year":2025,"lang":"en","type":"review","venue":"Peritoneal Dialysis International","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Island Health","funders":"","keywords":"Peritoneal dialysis; Health care; Procurement; Sustainable development; Patient safety; Empowerment; Healthcare system","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006172443,0.0007149622,0.001781075,0.0006259248,0.0005323106,0.0003611108,0.001274138,0.0005062665,0.01268326],"category_scores_gemma":[0.0006579453,0.0006641403,0.001108709,0.001212895,0.0002367131,0.0004716112,0.0009788395,0.0006372074,0.001465648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00202283,"about_ca_system_score_gemma":0.0003285835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003095863,"about_ca_topic_score_gemma":0.000627071,"domain_scores_codex":[0.9954156,0.0002937538,0.001225532,0.0010718,0.001000882,0.0009924872],"domain_scores_gemma":[0.9978938,0.0003023788,0.0005346757,0.0007323929,0.0001095883,0.0004271567],"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":[0.00003436409,0.0005843504,0.0005959194,0.005755324,0.0006699533,0.0001856288,0.001273958,0.00008744451,0.000004673606,0.0008730685,0.03943767,0.9504976],"study_design_scores_gemma":[0.0002120688,0.00003562452,0.0002074146,0.001898066,0.001122196,0.00002482916,0.0002509277,0.0001394421,0.000001260567,0.0002062945,0.9953199,0.0005819513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001171517,0.9462526,0.0000883886,0.001260672,0.001911559,0.001123878,0.00077104,0.000195638,0.04827909],"genre_scores_gemma":[0.0001652276,0.96328,0.0003319997,0.0003335871,0.00130879,0.000688594,0.001828838,0.00006625397,0.03199667],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9558823,"threshold_uncertainty_score":0.999581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05310686811654297,"score_gpt":0.3815630400602822,"score_spread":0.3284561719437393,"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."}}