{"id":"W2619826811","doi":"10.1093/ndt/gfx153.sp583","title":"SP583VASCULAR ACCESS OUTCOMES REPORTED IN RANDOMISED TRIALS CONDUCTED IN PATIENTS REQUIRING HAEMODIALYSIS: A SYSTEMATIC REVIEW","year":2017,"lang":"en","type":"review","venue":"Nephrology Dialysis Transplantation","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Medicine; Systematic review; Hemodialysis; Intensive care medicine; MEDLINE; Randomized controlled trial; Physical therapy; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0116183,0.002446742,0.01922897,0.005258373,0.0008407407,0.004581702,0.002328487,0.0038896,0.008887965],"category_scores_gemma":[0.05927681,0.001893882,0.01950308,0.006341508,0.001814642,0.003308518,0.002666771,0.003347861,0.0004898195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003866874,"about_ca_system_score_gemma":0.007007929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006796386,"about_ca_topic_score_gemma":0.02211529,"domain_scores_codex":[0.9834088,0.005200012,0.007903185,0.001508379,0.001398538,0.0005810652],"domain_scores_gemma":[0.9641044,0.0256781,0.007671124,0.0006290216,0.00151054,0.0004068386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009420104,0.0000141026,0.0008198471,0.9304437,0.06133942,0.00007515534,0.0001208252,0.00005031511,0.0001217235,0.00008804727,0.0004777841,0.005506969],"study_design_scores_gemma":[0.003738691,0.0004001026,0.004866711,0.3543282,0.6288834,0.0002908925,0.0003721919,0.00007918942,0.0001749506,0.0003716774,0.006409748,0.00008425426],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003155387,0.9948007,0.0002895632,0.0001762513,0.0002186572,0.0005189524,0.0005968757,0.00001862026,0.0002250933],"genre_scores_gemma":[0.07682619,0.9177012,0.001436662,0.001745851,0.0002026084,0.001323825,0.0004282963,0.00002770621,0.0003076194],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01922897,"threshold_uncertainty_score":0.06144416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2321129324914864,"score_gpt":0.4772532410081329,"score_spread":0.2451403085166464,"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."}}