{"id":"W4397043495","doi":"10.1681/asn.20233411s1903b","title":"Does Final Peritoneal Dialysis Catheter Tip Position Predict Early Catheter Dysfunction?","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; London Health Sciences Centre","funders":"","keywords":"Peritoneal dialysis; Catheter; Medicine; Dialysis catheter; Dialysis; Urology; Internal medicine; Cardiology; Surgery","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":[0.000539617,0.0001942489,0.0002244838,0.000503302,0.0001915387,0.0007145869,0.0003746161,0.0003270105,0.002035545],"category_scores_gemma":[0.004438575,0.000138878,0.0003046243,0.0006245089,0.0003289692,0.0003786014,0.0003578298,0.0004055709,0.0002451964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003016841,"about_ca_system_score_gemma":0.0004159059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00349112,"about_ca_topic_score_gemma":0.004720436,"domain_scores_codex":[0.9996481,0.00005858642,0.00005880484,0.00006876595,0.00008185152,0.00008395319],"domain_scores_gemma":[0.9957683,0.0008683857,0.002324067,0.0001426927,0.000398878,0.0004976239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004705256,0.000004310542,0.9991684,0.000005756828,0.000006575877,0.00004672563,0.00001192594,0.00001331724,0.00006526467,0.000002825214,0.00002203627,0.0006058702],"study_design_scores_gemma":[0.000003016262,0.00006929104,0.9989728,0.00001111239,0.00001334956,0.0005445689,0.0000850212,0.0001400154,0.00006343555,0.000008488578,0.00008704788,0.000001946617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987535,0.0004039982,0.0001351776,0.00006199751,0.000005625464,0.000004712855,0.0002301311,0.000004421967,0.0004003503],"genre_scores_gemma":[0.9997479,0.0000574327,0.0000568892,0.000006693952,0.000003520028,0.000001100983,0.00009756483,7.501509e-7,0.00002796381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00349112,"threshold_uncertainty_score":0.006941617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02624296156830914,"score_gpt":0.320047556304311,"score_spread":0.2938045947360019,"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."}}