{"id":"W4404470139","doi":"10.2215/cjn.0000000627","title":"Peritoneal Dialysis Modality Choice","year":2024,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Peritoneal dialysis; Nephrology; University hospital; Internal medicine; Family medicine; Health care; General surgery","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":[0.0002769175,0.0002538733,0.0005464871,0.001181432,0.0008451488,0.0009434736,0.0003721006,0.0005992856,0.0330435],"category_scores_gemma":[0.001951505,0.00007454833,0.000960341,0.0008231135,0.0002438447,0.0005437586,0.0003807763,0.001062618,0.004138711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007219538,"about_ca_system_score_gemma":0.001092102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003722,"about_ca_topic_score_gemma":0.002160077,"domain_scores_codex":[0.9996363,0.00003921357,0.00004593949,0.00007332755,0.0001218959,0.00008326067],"domain_scores_gemma":[0.9994537,0.0001021009,0.0001187251,0.00002772768,0.00007447296,0.0002233482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002042405,0.0007896962,0.4096495,0.001592111,0.001037637,0.01386124,0.0004825997,0.001603105,0.007269266,0.01954618,0.1150014,0.4271249],"study_design_scores_gemma":[0.0004433449,0.0007913553,0.3545485,0.003704273,0.0008235255,0.07247595,0.0008657528,0.002037955,0.004170705,0.01973742,0.540251,0.0001501821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.2846726,0.06713806,0.006441943,0.01763874,0.004014009,0.0003231978,0.006708162,0.0002194308,0.6128438],"genre_scores_gemma":[0.9131357,0.02379984,0.003412078,0.007831571,0.004131508,0.0001878203,0.004020182,0.0001352873,0.04334612],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0330435,"threshold_uncertainty_score":0.1105415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04275251414705909,"score_gpt":0.3884529026196036,"score_spread":0.3457003884725445,"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."}}