{"id":"W3033561799","doi":"10.1093/ndt/gfaa140.mo028","title":"MO028BARRIERS TO HOME HEMODIALYSIS IN SASKATCHWAN CANADA: RESULTS FROM A PROVINCIAL SURVEY","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regina General Hospital; University of Saskatchewan; Saskatchewan Health; St. Paul's Hospital; Saskatchewan Health Authority","funders":"","keywords":"Medicine; Likert scale; Home hemodialysis; Descriptive statistics; Hemodialysis; Scale (ratio); Family medicine; Geography; Cartography; Surgery; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072279,0.0003142755,0.0003707375,0.001380017,0.002585381,0.001220262,0.001176052,0.0003456609,0.002357484],"category_scores_gemma":[0.002938764,0.0003897253,0.0004606959,0.00609731,0.0006608703,0.0003405712,0.001243446,0.0006266357,0.0003514284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02578757,"about_ca_system_score_gemma":0.05027686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947267,"about_ca_topic_score_gemma":0.9972568,"domain_scores_codex":[0.9986038,0.0001924011,0.000151432,0.0001493909,0.0004561266,0.0004468266],"domain_scores_gemma":[0.995539,0.0004521169,0.0006993921,0.0001470032,0.002153845,0.001008596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000375714,0.00003819,0.9932146,0.00008248018,0.00003344408,0.0000848513,0.001443473,0.00009119717,0.0002346151,0.00005924507,0.001277491,0.003402918],"study_design_scores_gemma":[0.000007875467,0.0000187658,0.9941944,0.00004801566,0.00001337154,0.00003503442,0.004478517,0.0002035054,0.00005805031,0.00001366572,0.0009195702,0.000009235372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875736,0.0003708521,0.0001312845,0.00048851,0.00001062032,0.0001646474,0.008235537,0.00001115186,0.003013819],"genre_scores_gemma":[0.9953022,0.0006430582,0.0003006592,0.0003046231,0.000004945903,0.0001031906,0.002168671,0.00000620722,0.001166414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02578757,"threshold_uncertainty_score":0.1871028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400377421990777,"score_gpt":0.227228061721364,"score_spread":0.2132242875014562,"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."}}