{"id":"W1493870839","doi":"10.1111/hdi.12182","title":"Barriers, biases, and beliefs about arteriovenous fistula placement in children: A survey of the <scp>I</scp>nternational <scp>P</scp>ediatric <scp>F</scp>istula <scp>F</scp>irst <scp>I</scp>nitiative (<scp>IPFFI</scp>) within the <scp>M</scp>idwest <scp>P</scp>ediatric <scp>N</scp>ephrology <scp>C</scp>onsortium (<scp>MWPNC</scp>)","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Hemodialysis; Dialysis; Arteriovenous fistula; Fistula; Catheter; Vascular access; Emergency medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004301599,0.0002051547,0.0004231387,0.001020483,0.000799981,0.001056572,0.0003687181,0.0007534214,0.001323923],"category_scores_gemma":[0.0127147,0.0005196577,0.0005564462,0.001310989,0.0009974602,0.0009834085,0.001037262,0.001147573,0.0002025595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001456292,"about_ca_system_score_gemma":0.001986992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03408344,"about_ca_topic_score_gemma":0.03761939,"domain_scores_codex":[0.9974497,0.0007467528,0.0004062015,0.0001481059,0.0007958416,0.0004533569],"domain_scores_gemma":[0.986442,0.003298834,0.006938665,0.00027805,0.00152821,0.001514189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001706638,0.00007675257,0.9877829,0.00005228448,0.00001729173,0.00009738458,0.009118455,0.0000361775,0.0001356018,0.00004137459,0.0003266179,0.002298157],"study_design_scores_gemma":[0.000004496046,0.0001775827,0.9687148,0.0001171359,0.00001501427,0.0003437742,0.02913281,0.0001767373,0.0001269804,0.0000247983,0.001151165,0.00001459336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991098,0.00008834703,0.00003610562,0.0002441243,0.000004005191,0.00001905529,0.000122408,0.000001937419,0.000374107],"genre_scores_gemma":[0.9989145,0.000403836,0.0001824169,0.0001949695,0.000005726856,0.00004119532,0.0001026786,0.000002447993,0.0001522821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03408344,"threshold_uncertainty_score":0.06777006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951532183966667,"score_gpt":0.2815075511125849,"score_spread":0.2619922292729182,"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."}}