{"id":"W2188793872","doi":"10.1177/089686080902900206","title":"Increasing PD Utilization: Should Suitable Patients be Forced?","year":2008,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; 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":[0.00306397,0.0002005441,0.0004655325,0.0004641006,0.001935641,0.002352596,0.0008686607,0.002149155,0.006417103],"category_scores_gemma":[0.02003935,0.0001611736,0.0004629841,0.0006383288,0.00105176,0.002692149,0.001200467,0.003316403,0.0006428368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008777702,"about_ca_system_score_gemma":0.004467267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003616137,"about_ca_topic_score_gemma":0.009892873,"domain_scores_codex":[0.9984395,0.0005777149,0.0002446703,0.0001462872,0.0002977167,0.0002940995],"domain_scores_gemma":[0.9886672,0.002755113,0.00181823,0.0004422273,0.0009728561,0.005344467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007382981,0.001298453,0.5566617,0.00041158,0.0001050711,0.002972779,0.002366329,0.0003149348,0.0008520485,0.004687364,0.08281653,0.3467749],"study_design_scores_gemma":[0.000348477,0.001287822,0.7782599,0.005616134,0.0002412897,0.01116257,0.02542437,0.001868309,0.001476328,0.03361302,0.1405164,0.0001854254],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4446451,0.01066646,0.00206838,0.4966517,0.0048259,0.0001578336,0.0003816487,0.0001409955,0.04046191],"genre_scores_gemma":[0.9481187,0.005193433,0.002892197,0.03947664,0.002663854,0.00007406389,0.0001526369,0.00005118365,0.001377224],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.006417103,"threshold_uncertainty_score":0.02146733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07222045362417885,"score_gpt":0.3161646768299698,"score_spread":0.243944223205791,"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."}}