{"id":"W2957915914","doi":"10.12927/hcpol.2019.25856","title":"Is Assisted Peritoneal Dialysis a Solution for Northern Manitoba?","year":2019,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"First Nations Health and Social Secretariat of Manitoba; University of Manitoba","funders":"","keywords":"Distrust; Peritoneal dialysis; Flexibility (engineering); Modalities; Medicine; Kidney disease; Dialysis; Cohort; Gerontology; Business; Nursing; Intensive care medicine; Political science; Sociology; Internal medicine; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001562234,0.0001525694,0.0003654291,0.0002675098,0.0001103252,0.00002860681,0.00007525661,0.00008995314,0.0001134102],"category_scores_gemma":[0.00004980834,0.0001263512,0.0003157217,0.0003097185,0.00002454257,0.00004138126,0.0000441596,0.00008776286,0.0003889666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003473115,"about_ca_system_score_gemma":0.0003380315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01160617,"about_ca_topic_score_gemma":0.003267424,"domain_scores_codex":[0.9986265,0.00004883705,0.0002951073,0.0003292271,0.0002979212,0.0004024009],"domain_scores_gemma":[0.99898,0.00002735242,0.000100318,0.0004041888,0.0002019676,0.0002861294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001273687,0.00109177,0.2603836,0.005520987,0.001201406,0.00003110216,0.002820744,0.00001578466,0.002044553,0.0056636,0.01494978,0.705003],"study_design_scores_gemma":[0.00443706,0.0009914814,0.760549,0.0003139264,0.0006267201,0.00001916355,0.0009795422,0.004223554,0.0002308851,0.000442511,0.226704,0.0004821191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8488718,0.0007486726,0.0006821934,0.1401704,0.0004410179,0.002568283,0.0001959807,0.000172263,0.006149391],"genre_scores_gemma":[0.9868699,0.00007563952,0.0004898452,0.00898991,0.001015894,0.0001327484,0.0002056576,0.00003411741,0.002186232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7045208,"threshold_uncertainty_score":0.9949756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04082175263126698,"score_gpt":0.3454411045968142,"score_spread":0.3046193519655472,"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."}}