{"id":"W4406521851","doi":"10.1016/j.yvas.2015.06.153","title":"10.1016/j.yvas.2015.06.153","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; Cutting balloon; Angioplasty; Balloon; Hemodialysis; Hemodialysis access; Surgery; Vascular access; Cardiology; Stent; Restenosis","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":[0.0004909325,0.0008848045,0.0004856359,0.001420669,0.0009407566,0.002465506,0.00083529,0.003478692,0.8881046],"category_scores_gemma":[0.001541593,0.0003546983,0.0005213072,0.0006184593,0.0007416098,0.002319431,0.001104901,0.001495867,0.8115014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000750414,"about_ca_system_score_gemma":0.001267308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002271189,"about_ca_topic_score_gemma":0.002510835,"domain_scores_codex":[0.9997379,0.00002742462,0.00002583095,0.00006539268,0.00006722248,0.00007617864],"domain_scores_gemma":[0.999076,0.0001604584,0.0001150052,0.00004231475,0.0001885591,0.0004175946],"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":[0.0002324532,0.0002932834,0.007063609,0.0004189688,0.00003615591,0.0006384004,0.0001198486,0.0001516403,0.0003626838,0.00352378,0.3761823,0.6109769],"study_design_scores_gemma":[0.00007647195,0.0001341538,0.007270775,0.001385641,0.00004627283,0.005643815,0.0003841537,0.0002394013,0.0003164117,0.005515593,0.9789574,0.00002992392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005974258,0.01725128,0.00164615,0.01291615,0.004170547,0.00008445362,0.002366992,0.001210907,0.9543794],"genre_scores_gemma":[0.01952781,0.007248261,0.001328966,0.003172025,0.001962784,0.00007943591,0.0015058,0.0002603565,0.9649146],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1118954,"threshold_uncertainty_score":0.1596052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796361838115132,"score_gpt":0.2804449098016258,"score_spread":0.2624812914204745,"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."}}