{"id":"W4406387518","doi":"10.1016/j.yvas.2013.03.020","title":"10.1016/j.yvas.2013.03.020","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Arteriovenous fistula; Vascular access; Surgery; Hemodialysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005433728,0.0009719076,0.0004921994,0.001355286,0.0008489681,0.002140542,0.000828415,0.003436401,0.8708805],"category_scores_gemma":[0.001361532,0.0003934668,0.0004901213,0.0005616465,0.0007039359,0.002121515,0.001003549,0.001503345,0.7766786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007400979,"about_ca_system_score_gemma":0.001200304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002757137,"about_ca_topic_score_gemma":0.002869043,"domain_scores_codex":[0.999757,0.00002217752,0.00002254174,0.000062546,0.00006242776,0.00007330277],"domain_scores_gemma":[0.9992053,0.0001360253,0.0001038872,0.0000305364,0.0001673805,0.0003569678],"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":[0.0003337359,0.0003642259,0.01054562,0.0004912058,0.00004721728,0.000706061,0.000144595,0.0002141842,0.0005897456,0.004784894,0.3272311,0.6545476],"study_design_scores_gemma":[0.00009125214,0.000173225,0.01122215,0.001566075,0.00005835917,0.006651632,0.0005116765,0.0003407953,0.0004661643,0.005983906,0.9728947,0.00004014104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01061361,0.02333079,0.00218876,0.01630941,0.004424533,0.00009311605,0.003258006,0.001555019,0.9382268],"genre_scores_gemma":[0.02750628,0.009027535,0.001913287,0.003631784,0.001800781,0.00008927745,0.00215268,0.0002862944,0.9535921],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1291195,"threshold_uncertainty_score":0.1841732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836359519631604,"score_gpt":0.2670239352233053,"score_spread":0.2486603400269892,"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."}}