{"id":"W2524772087","doi":"10.1177/2054358116669126","title":"Arteriovenous Access Failure, Stenosis, and Thrombosis","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Providence Health Care; University of British Columbia; University of Saskatchewan; University of Ottawa; University Health Network; Health Sciences Centre; University of Toronto; Western University; Sunnybrook Health Science Centre; Dalhousie University; University of Calgary","funders":"Canadian Society of Nephrology","keywords":"Medicine; Stenosis; Thrombosis; Vascular access; Surgery; Cardiology; Internal medicine; Hemodialysis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005208835,0.0002547229,0.0005015074,0.001567266,0.0008812009,0.0008476179,0.0002345968,0.0006194592,0.006125457],"category_scores_gemma":[0.00261281,0.00008053234,0.0003133051,0.001616449,0.0006931614,0.0003734702,0.000484911,0.0006529083,0.0005703255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007656139,"about_ca_system_score_gemma":0.0012502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007569349,"about_ca_topic_score_gemma":0.007821127,"domain_scores_codex":[0.9991931,0.0001023872,0.00007631793,0.00004817724,0.0003947342,0.0001851681],"domain_scores_gemma":[0.9986724,0.0002566418,0.0005443247,0.00003657583,0.0002310626,0.0002590289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004954718,0.0005637661,0.6791656,0.001459023,0.0002621851,0.02167225,0.0005636204,0.0005919819,0.002533157,0.007605173,0.02330693,0.2617808],"study_design_scores_gemma":[0.00007230869,0.0006168665,0.8420417,0.001271596,0.0002055701,0.108762,0.0008148137,0.0008903299,0.001159293,0.007003826,0.03709991,0.00006192492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7114356,0.1238188,0.004615704,0.008050433,0.0007499033,0.0003936043,0.00223083,0.0002123334,0.1484929],"genre_scores_gemma":[0.968642,0.02149414,0.0009833671,0.0009692216,0.0007624838,0.0000722859,0.0005070557,0.000008544529,0.006560982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007569349,"threshold_uncertainty_score":0.02049166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04404377759878576,"score_gpt":0.3521977197214791,"score_spread":0.3081539421226933,"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."}}