{"id":"W2440549924","doi":"10.1177/089686080802800219","title":"Peritoneal Dialysis in Ontario","year":2008,"lang":"en","type":"letter","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; Kidney disease; Dialysis; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003091964,0.0008250878,0.00173965,0.001927998,0.0001442144,0.0002184132,0.0007859115,0.0008872465,0.007309733],"category_scores_gemma":[0.0001592205,0.0007627772,0.001888765,0.0006186028,0.000266478,0.0002045967,0.0003661597,0.002574291,0.0006080222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183709,"about_ca_system_score_gemma":0.0007349353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05070158,"about_ca_topic_score_gemma":0.03913549,"domain_scores_codex":[0.9937905,0.0001826725,0.001373721,0.001397162,0.002450751,0.0008052011],"domain_scores_gemma":[0.9979802,0.0001260327,0.0004232898,0.0009313481,0.0002741225,0.000264989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003105954,0.0009073485,0.04358736,0.0001226791,0.004016551,0.008779604,0.001306054,0.00009388165,0.00009945598,0.000041598,0.9371295,0.003605375],"study_design_scores_gemma":[0.001583087,0.00008253921,0.0656178,0.0002042825,0.00141973,0.00008761723,0.00004202597,0.0005419923,0.00003633563,0.00005611414,0.9296065,0.0007219736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1133293,0.0006652233,0.0001451521,0.6989911,0.005974742,0.001500044,0.0003262309,0.0002747487,0.1787935],"genre_scores_gemma":[0.1992089,0.001480624,0.001695976,0.5865403,0.02421352,0.0009680783,0.02461677,0.0003723551,0.1609035],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1124507,"threshold_uncertainty_score":0.9997268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134548329005651,"score_gpt":0.2603604557956541,"score_spread":0.2390149725055976,"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."}}