{"id":"W4406521862","doi":"10.1016/j.yvas.2015.06.187","title":"10.1016/j.yvas.2015.06.187","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; Juxta; Arteriovenous fistula; Surgery; Stenosis; Wrist; Anastomosis; Arteriovenous Anastomosis; Fistula; Radiology","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":[0.0005123616,0.0009008367,0.0004896526,0.001502404,0.0009943018,0.00253257,0.0008442393,0.003493747,0.8913073],"category_scores_gemma":[0.001605847,0.0003639849,0.0005239524,0.000677819,0.0007469175,0.002393304,0.00110465,0.001502771,0.8153509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007835773,"about_ca_system_score_gemma":0.001301343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278721,"about_ca_topic_score_gemma":0.00257005,"domain_scores_codex":[0.9997132,0.00002926978,0.00002926528,0.00007250276,0.00007420859,0.00008143491],"domain_scores_gemma":[0.9990183,0.0001705184,0.0001238801,0.00004547229,0.0002076287,0.0004343122],"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":[0.0002153082,0.0002910196,0.007566836,0.0004258617,0.00003651653,0.0006414593,0.000119544,0.0001559191,0.0003380748,0.003443675,0.3829664,0.6037994],"study_design_scores_gemma":[0.00007303103,0.0001278821,0.007289173,0.001435133,0.00004693116,0.005987993,0.000392887,0.0002442572,0.0003064697,0.005230429,0.978835,0.00003075878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00593846,0.01704031,0.001590012,0.01304814,0.004166836,0.00008639354,0.002342053,0.001208595,0.9545792],"genre_scores_gemma":[0.01939673,0.007485236,0.001338511,0.003248616,0.002050788,0.00008034991,0.001463089,0.0002538529,0.9646828],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1086927,"threshold_uncertainty_score":0.155037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792024269740371,"score_gpt":0.2802580660017407,"score_spread":0.262337823304337,"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."}}