{"id":"W2617639803","doi":"10.1093/ndt/gfx153.sp597","title":"SP597DEVELOPING A CORE OUTCOME MEASURE FOR VASCULAR ACCESS FOR TRIALS IN HAEMODIALYSIS: AN INTERNATIONAL MULTISTAKEHOLDER CONSENSUS WORKSHOP","year":2017,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Vascular access; Hemodialysis; Consensus conference; Intensive care medicine; Measure (data warehouse); Core (optical fiber); Internal medicine; Data mining","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5204339,0.002268752,0.004760725,0.008768609,0.005571792,0.01239211,0.01359355,0.01861251,0.006775158],"category_scores_gemma":[0.4506665,0.00203112,0.01013061,0.006242664,0.007663289,0.01183704,0.02408122,0.0330148,0.004231861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01445573,"about_ca_system_score_gemma":0.09926001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00420634,"about_ca_topic_score_gemma":0.003836576,"domain_scores_codex":[0.5635055,0.2853481,0.09275822,0.009925989,0.04025178,0.008210407],"domain_scores_gemma":[0.3255717,0.3209015,0.0302618,0.02143298,0.2693368,0.03249516],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001055311,0.000842508,0.003480052,0.06306756,0.001077234,0.001094546,0.0306577,0.002086102,0.006638652,0.03170766,0.3709799,0.4873128],"study_design_scores_gemma":[0.000815427,0.001053927,0.005129653,0.1950654,0.001078365,0.00121657,0.01631748,0.003833571,0.003360227,0.04759813,0.7240068,0.0005244227],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.009057475,0.06539128,0.1236652,0.6877182,0.0755159,0.02262741,0.001932675,0.0007901879,0.01330165],"genre_scores_gemma":[0.0997867,0.07284414,0.5585649,0.1647696,0.02658516,0.05965501,0.007037533,0.001219136,0.009537727],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4795661,"threshold_uncertainty_score":0.5913904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4073493851937094,"score_gpt":0.4963530355253826,"score_spread":0.08900365033167323,"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."}}