{"id":"W2233867086","doi":"10.1177/112972980300400402","title":"Evaluating the Impact of an Aggressive Strategy to Create Wrist Arterio-Venous Fistula in Patients on Hemodialysis","year":2003,"lang":"en","type":"article","venue":"The Journal of Vascular Access","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Wrist; Hemodialysis; Medicine; Fistula; Arteriovenous fistula; Surgery; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004119779,0.0003714869,0.0005402716,0.000345597,0.000279727,0.0007648056,0.0004576947,0.0007439108,0.001088766],"category_scores_gemma":[0.01477963,0.0002064872,0.00161822,0.0005082107,0.0003803975,0.0005593869,0.0004744843,0.0007413296,0.00007846302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001443289,"about_ca_system_score_gemma":0.001451852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005391902,"about_ca_topic_score_gemma":0.00887125,"domain_scores_codex":[0.9975438,0.001383879,0.0002060129,0.0002549314,0.0004222023,0.0001893337],"domain_scores_gemma":[0.9871202,0.009351344,0.002068262,0.0002515205,0.0004486248,0.0007600768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0117704,0.0009084643,0.9658853,0.0002274957,0.001217363,0.0001077589,0.0001186687,0.00406341,0.0004554433,0.0001199986,0.000170713,0.01495486],"study_design_scores_gemma":[0.00103677,0.02488607,0.9580887,0.0002003325,0.001840021,0.0003728396,0.0005751426,0.0109898,0.0007819769,0.0003348448,0.0008417091,0.00005164243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989284,0.000432847,0.0001662045,0.00008445828,0.000008037563,0.00003638545,0.00009204198,0.000002023139,0.0002495696],"genre_scores_gemma":[0.9992906,0.0001384297,0.000299238,0.0000657765,0.0000156845,0.00002276998,0.0001251996,0.000001235917,0.00004098648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005391902,"threshold_uncertainty_score":0.02178776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0864013360002323,"score_gpt":0.4596534932937024,"score_spread":0.3732521572934701,"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."}}