{"id":"W2895387965","doi":"10.1111/hdi.12677","title":"Prospective monitoring of after‐hours nursing and technologist support calls to a regional Canadian home hemodialysis program","year":2018,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health; Alberta Health Services","funders":"","keywords":"Medicine; Observational study; Harm; Medical emergency; Psychological intervention; Hemodialysis; Home hemodialysis; Emergency medicine; Nursing; Psychology; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00149895,0.0004049908,0.0002984011,0.001337768,0.001839823,0.0008138,0.001665489,0.0005639467,0.001548019],"category_scores_gemma":[0.006527931,0.0002909431,0.0002899485,0.001544758,0.0004848835,0.000343195,0.00111995,0.000963595,0.0002443316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01348352,"about_ca_system_score_gemma":0.01339632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8655562,"about_ca_topic_score_gemma":0.9041227,"domain_scores_codex":[0.9976902,0.0003373705,0.0001615411,0.000299155,0.000967863,0.0005438381],"domain_scores_gemma":[0.9893425,0.001058868,0.003239193,0.0002059019,0.003953089,0.002200528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001552724,0.0001368853,0.9886954,0.00004616274,0.00003813861,0.0001779105,0.001575957,0.0001545102,0.000471551,0.00002185007,0.001104656,0.007421784],"study_design_scores_gemma":[0.000005275709,0.00009211189,0.9981028,0.00001379833,0.000007684029,0.00006249166,0.0009546609,0.0002345328,0.00006893693,0.000002587062,0.000446951,0.000008322398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971199,0.0001251155,0.0001058926,0.00017593,0.00000875246,0.0001150136,0.001071179,0.00001840357,0.001259728],"genre_scores_gemma":[0.9979367,0.0001755113,0.0003140675,0.0001576006,0.00001383415,0.00005783286,0.0008096402,0.000005972967,0.0005289183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344438,"threshold_uncertainty_score":0.2704712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01494095160970363,"score_gpt":0.3015345900624236,"score_spread":0.2865936384527199,"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."}}