{"id":"W3048778213","doi":"10.1177/2054358120948293","title":"Barriers to Home Hemodialysis Across Saskatchewan, Canada: A Cross-Sectional Survey of In-Center Dialysis Patients","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regina General Hospital; Saskatchewan Health Authority; St. Paul's Hospital; Saskatchewan Health; University of Saskatchewan","funders":"Baxter Healthcare Corporation","keywords":"Medicine; Home hemodialysis; Observational study; Cross-sectional study; Hemodialysis; Family medicine; Dialysis; Psychiatry; Internal medicine","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":[0.0006045495,0.0002799359,0.0003588264,0.0006512847,0.002087823,0.001021155,0.0008870668,0.0004012002,0.002017507],"category_scores_gemma":[0.001382211,0.0003432794,0.0003287099,0.002723762,0.0007893051,0.0004245935,0.0008650343,0.0008369057,0.0002254174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01487726,"about_ca_system_score_gemma":0.01899465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9614977,"about_ca_topic_score_gemma":0.9804839,"domain_scores_codex":[0.9991541,0.0001103647,0.0001012337,0.00009509113,0.0002864745,0.0002527812],"domain_scores_gemma":[0.9976264,0.0002356819,0.0005221463,0.00006444108,0.000758236,0.0007930047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003189635,0.00007943132,0.9944818,0.00005801307,0.00003674911,0.0001288551,0.0017871,0.00005775555,0.0002895378,0.00003503359,0.0007044133,0.002309459],"study_design_scores_gemma":[0.000006365244,0.00003888779,0.993569,0.00003941447,0.00001292342,0.00006752882,0.005478569,0.0001400805,0.00005423822,0.00001146762,0.0005718731,0.000009600577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969494,0.0002179313,0.00005379286,0.0003110264,0.000006052926,0.00006626044,0.001263996,0.000003980805,0.00112758],"genre_scores_gemma":[0.9985532,0.0002965598,0.00009661449,0.0002335509,0.000002771574,0.00002781415,0.0003718964,0.000001953959,0.0004156854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03850228,"threshold_uncertainty_score":0.1079426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838441873242599,"score_gpt":0.2772662361947831,"score_spread":0.2588818174623571,"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."}}