{"id":"W1951997664","doi":"10.1111/hdi.12206","title":"Can primary failure of arteriovenous fistulas be anticipated?","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Brachial artery; Cephalic vein; Arteriovenous fistula; Hemodialysis; Cardiology; Fistula; Thrombosis; Internal medicine; Surgery; Stage (stratigraphy); Radial artery; Artery; Vein; Blood pressure","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":[],"consensus_categories":[],"category_scores_codex":[0.000867306,0.0004274181,0.0005172752,0.000911944,0.0005505885,0.0008885315,0.0006024405,0.001810021,0.004654425],"category_scores_gemma":[0.01019662,0.0002590725,0.0004165888,0.0004975359,0.001477503,0.001254873,0.0005758766,0.001166121,0.0009538484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611378,"about_ca_system_score_gemma":0.0003197491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005634712,"about_ca_topic_score_gemma":0.0004955825,"domain_scores_codex":[0.9994358,0.0001167154,0.00004221219,0.00008975336,0.00007909264,0.0002363352],"domain_scores_gemma":[0.9944333,0.001703583,0.002246103,0.0003372598,0.0002597799,0.001019958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008243939,0.000123528,0.8654362,0.0001401027,0.00004149399,0.1072554,0.0004141044,0.0002083479,0.000926853,0.0006588554,0.001313825,0.02265687],"study_design_scores_gemma":[0.00004584581,0.0007747815,0.4851769,0.0001725569,0.00006100216,0.5032749,0.001850496,0.001102204,0.0007382103,0.004242706,0.002500248,0.00006020654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98737,0.004814058,0.001745138,0.002290157,0.0002333001,0.00002476779,0.00009130249,0.000083944,0.003347439],"genre_scores_gemma":[0.9983774,0.0007293606,0.0001833194,0.000141462,0.0003465737,0.000004492862,0.00003999388,0.000004176959,0.0001731824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004654425,"threshold_uncertainty_score":0.01557064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929477106361714,"score_gpt":0.3226996335716792,"score_spread":0.293404862508062,"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."}}