{"id":"W4388268517","doi":"10.1016/j.jcjd.2023.10.140","title":"PULMONARY VEIN ANTRUM ISOLATION AS A STANDALONE OUTPATIENT PROCEDURE IN LOW RISK PATIENTS: A FEASABILITY EVALUATION","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Rheumatology Association","funders":"","keywords":"Medicine; Antrum; Isolation (microbiology); Pulmonary vein; Intensive care medicine; Internal medicine; Bioinformatics; Stomach","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":[0.003029881,0.000536981,0.00094109,0.0007252237,0.0005936196,0.001879299,0.0006526252,0.000947341,0.004833808],"category_scores_gemma":[0.01359135,0.000201835,0.0008464935,0.0004002093,0.0005569931,0.001523255,0.0006504926,0.001129285,0.0005663616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000586774,"about_ca_system_score_gemma":0.00120695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004526085,"about_ca_topic_score_gemma":0.001390471,"domain_scores_codex":[0.9981864,0.0008002551,0.0002182994,0.0001602058,0.0005025918,0.0001321584],"domain_scores_gemma":[0.9894181,0.006440971,0.001580798,0.0003569392,0.0006849587,0.001518184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02659974,0.007796671,0.5068401,0.002610476,0.0008048296,0.01156038,0.00129487,0.001730316,0.005838629,0.002375373,0.001985047,0.4305637],"study_design_scores_gemma":[0.004188016,0.1437923,0.7246541,0.004959709,0.002994813,0.06241298,0.01041232,0.01339267,0.005075698,0.005651673,0.02219651,0.0002692922],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97073,0.01322405,0.003900506,0.002075277,0.0002917737,0.0003257565,0.0002279522,0.00003306498,0.009191606],"genre_scores_gemma":[0.986213,0.005373589,0.006579971,0.0004478263,0.000516441,0.0001729047,0.0002771251,0.00001800984,0.0004011304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004833808,"threshold_uncertainty_score":0.01617074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331845990232757,"score_gpt":0.3109026507923785,"score_spread":0.2875841908900509,"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."}}