{"id":"W2130525521","doi":"10.3747/pdi.2009.00114","title":"A Change to Radiological Peritoneal Dialysis Catheter Insertion: Three-Month Outcomes","year":2010,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Peritoneal dialysis; Radiological weapon; Catheter; Surgery; Kidney disease; 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":[0.001471616,0.0002219922,0.000458193,0.0009909543,0.0006633059,0.001103738,0.0004957726,0.0008456051,0.001434445],"category_scores_gemma":[0.009638854,0.000151309,0.0009627931,0.0009412774,0.0005354591,0.001082598,0.0009425738,0.001381064,0.0002355489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102897,"about_ca_system_score_gemma":0.000774272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00332554,"about_ca_topic_score_gemma":0.002670032,"domain_scores_codex":[0.9984034,0.0003599724,0.0001886496,0.0002359841,0.0004376042,0.0003744056],"domain_scores_gemma":[0.982398,0.001865317,0.01125858,0.0002872791,0.00136134,0.002829484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002959525,0.0001193538,0.997153,0.00001139475,0.00005039772,0.0001232741,0.00009582083,0.00007528369,0.00005964678,0.000008991818,0.0001168758,0.00188999],"study_design_scores_gemma":[0.00001857047,0.000578952,0.9982073,0.000008231981,0.00005015932,0.0004968565,0.0001640885,0.0002065928,0.0001051679,0.00002118726,0.0001326223,0.00001016916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989198,0.000218146,0.00007801415,0.0001424025,0.00001294669,0.00001117346,0.0002107306,0.000005316707,0.0004013847],"genre_scores_gemma":[0.9995168,0.00005019926,0.00004153204,0.00002827864,0.00001589552,0.000007989946,0.0002906002,0.000001234574,0.00004748222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00332554,"threshold_uncertainty_score":0.008002102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038649172362667,"score_gpt":0.3065809499603832,"score_spread":0.2761944582367565,"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."}}