{"id":"W4246856901","doi":"10.1016/j.jvs.2017.07.039","title":"Point of Care Ultrasound Use as Adjunct to Physical Examination and Its Impact on Arteriovenous Fistula Maturation","year":2017,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Fistula; Physical examination; Arteriovenous fistula; Confidence interval; Ultrasound; Logistic regression; Surgery; Dialysis; Vein; Odds ratio; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001688759,0.0001904618,0.0005034114,0.0008331351,0.0005033083,0.001414595,0.000529002,0.0006025847,0.003402763],"category_scores_gemma":[0.02382147,0.0001643136,0.0005455451,0.0008388182,0.0006861655,0.0008350529,0.0007052164,0.001224521,0.0003478227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006871897,"about_ca_system_score_gemma":0.001290891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004497374,"about_ca_topic_score_gemma":0.003048761,"domain_scores_codex":[0.9977858,0.001069139,0.0001305363,0.0002115066,0.0005149322,0.0002881593],"domain_scores_gemma":[0.9819685,0.01053957,0.003224767,0.0003869151,0.002121282,0.001759054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003616557,0.001137701,0.9736572,0.00007010814,0.0001012077,0.001123551,0.0006144334,0.0001192294,0.00117428,0.0001561131,0.000188695,0.01804083],"study_design_scores_gemma":[0.00001362573,0.001333217,0.9954528,0.00004294887,0.0001043894,0.0008997609,0.0009603098,0.0002047445,0.0004015417,0.00007784627,0.0004994719,0.000009384802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956728,0.001676398,0.00009307617,0.0001906414,0.00002749621,0.00001671675,0.00008881737,0.00000560361,0.002228432],"genre_scores_gemma":[0.999064,0.0004960676,0.00006876262,0.00001740564,0.00002225669,0.000004230526,0.00004248046,0.000003832375,0.0002809787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004497374,"threshold_uncertainty_score":0.01138341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0340753519794831,"score_gpt":0.3592309464849722,"score_spread":0.3251555945054891,"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."}}