{"id":"W4220680448","doi":"10.1007/s40620-022-01288-y","title":"Comparison of catheters or new arteriovenous fistulas for commencement of haemodialysis in pregnant women with chronic kidney disease: an international observational study","year":2022,"lang":"en","type":"article","venue":"Journal of Nephrology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"University of Adelaide","keywords":"Medicine; Pregnancy; Catheter; Kidney disease; Arteriovenous fistula; Dialysis; Gestation; Cohort; Retrospective cohort study; Obstetrics; Hemodialysis; Surgery; Dialysis catheter; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000803026,0.0001276856,0.00072939,0.0002948963,0.0001988477,0.000004318152,0.0004128676,0.00004149597,0.0009423968],"category_scores_gemma":[0.00006269965,0.00009675489,0.0001131552,0.000207742,0.00005671322,0.0001245001,0.0001087304,0.0003232715,3.941613e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008417655,"about_ca_system_score_gemma":0.001956786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002359885,"about_ca_topic_score_gemma":0.0007203442,"domain_scores_codex":[0.9974079,0.0004363102,0.001200672,0.000173225,0.0004480221,0.0003338991],"domain_scores_gemma":[0.9976857,0.0002695133,0.001379681,0.0002178394,0.0002139101,0.0002333079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0204575,0.009993431,0.8774984,0.0001886125,0.001235601,0.00004539472,0.06479958,0.01361784,0.001975375,0.0001519263,0.00438048,0.005655807],"study_design_scores_gemma":[0.01798182,0.04006553,0.8525481,0.0002263502,0.0006108423,0.00001741866,0.02003574,0.006651893,0.00003049854,0.0004988477,0.06102928,0.000303671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951037,0.00008253459,0.0006776759,0.002809907,0.0003069887,0.0008522356,0.0001545379,0.000003431533,0.000009027888],"genre_scores_gemma":[0.9978449,0.00003230905,0.0005073089,0.001108605,0.0001792781,0.0001582969,0.00005517448,0.00001511081,0.00009897802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0566488,"threshold_uncertainty_score":0.9999709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1360516680492056,"score_gpt":0.4226753703074129,"score_spread":0.2866237022582073,"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."}}