{"id":"W3020329987","doi":"10.1177/2374373520915133","title":"Innovations in Hemodialysis Care: An Evaluation of Quality and the Patient Experience","year":2020,"lang":"en","type":"article","venue":"Journal of Patient Experience","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parkwood Institute; Victoria Hospital; London Health Sciences Centre","funders":"","keywords":"Rehabilitation; Medicine; Hemodialysis; Patient satisfaction; Quality of life (healthcare); Patient experience; Dialysis; Nursing; Health care; Medical emergency; Physical therapy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01981613,0.0001883408,0.0004432704,0.001599326,0.001000547,0.002308421,0.0005617496,0.0004333028,0.001758958],"category_scores_gemma":[0.04759227,0.0001660011,0.0009269127,0.001302308,0.001624621,0.001989025,0.002784577,0.0008011322,0.0001062451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003432376,"about_ca_system_score_gemma":0.002634755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001748808,"about_ca_topic_score_gemma":0.00267509,"domain_scores_codex":[0.9784012,0.01340971,0.002062475,0.000436733,0.004392211,0.001297686],"domain_scores_gemma":[0.954954,0.01962704,0.009602085,0.001086705,0.009445571,0.005284586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009465985,0.00292047,0.8679014,0.0004073857,0.0002670862,0.0003030414,0.03789708,0.000569461,0.0005801808,0.001352955,0.001399065,0.08545535],"study_design_scores_gemma":[0.0001582095,0.009738385,0.9073763,0.0002459204,0.0001687978,0.0004923756,0.06822292,0.001702848,0.001066625,0.0006819465,0.0100495,0.00009619312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994386,0.0002364656,0.0003299547,0.0004289274,0.00001695757,0.0002019557,0.0000926972,0.000006887498,0.004300241],"genre_scores_gemma":[0.9986946,0.0001415221,0.0005775759,0.00009203677,0.000009477689,0.00009589121,0.00006485738,0.000003572048,0.0003204581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01981613,"threshold_uncertainty_score":0.104799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07080834035368105,"score_gpt":0.3680647988772309,"score_spread":0.2972564585235499,"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."}}