{"id":"W2899043280","doi":"10.1016/j.ekir.2018.10.019","title":"Supporting the Establishment of New Home Dialysis Programs Through the Explore Home Dialysis Program","year":2018,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University of Waterloo; University Health Network","funders":"","keywords":"Home dialysis; Medicine; Dialysis; Software deployment; Educational program; Renal replacement therapy; Nursing; Medical education; Intensive care medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008734977,0.0002455061,0.0004314867,0.0001397493,0.0001670893,0.0001994632,0.0003807949,0.00006203348,0.001013931],"category_scores_gemma":[0.0009803342,0.0001264676,0.0006191882,0.0006599066,0.0003188456,0.0002065118,0.0002936703,0.0001556869,0.00002988236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098551,"about_ca_system_score_gemma":0.0003326502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005310042,"about_ca_topic_score_gemma":0.00003162758,"domain_scores_codex":[0.9964807,0.00006437813,0.001069906,0.0004925581,0.001516381,0.0003760535],"domain_scores_gemma":[0.9972768,0.00005920087,0.0009109749,0.0008804264,0.0005610381,0.0003115338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004482685,0.003904792,0.1859107,0.0002328356,0.01000743,0.001015675,0.01516368,0.00006035719,0.0007831264,0.002906586,0.2904652,0.4891014],"study_design_scores_gemma":[0.001015884,0.0005138292,0.04231347,0.0003462118,0.002690966,0.0001352711,0.002156854,0.0005844484,0.001801055,0.00529418,0.9427934,0.0003544193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8395186,0.0004499597,0.002200645,0.0733432,0.004486635,0.00423836,0.00003535084,0.0003738273,0.0753534],"genre_scores_gemma":[0.988175,0.00008700838,0.001246668,0.001741529,0.001456637,0.0003089986,0.0004257576,0.0000322899,0.006526051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6523283,"threshold_uncertainty_score":0.9998993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03144805615436988,"score_gpt":0.3316371987909862,"score_spread":0.3001891426366163,"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."}}