{"id":"W2064813705","doi":"10.1111/j.1542-4758.2008.00289.x","title":"What happened in Finland to increase home hemodialysis?","year":2008,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Home hemodialysis; Intensive care medicine; Emergency medicine; Medical emergency; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008334608,0.0006217572,0.0005298104,0.001368993,0.003684965,0.007220984,0.002541911,0.01031123,0.01123124],"category_scores_gemma":[0.01959018,0.0004616124,0.001330166,0.001710427,0.002488953,0.006217101,0.003187086,0.007067385,0.00103286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008646491,"about_ca_system_score_gemma":0.02239312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04650891,"about_ca_topic_score_gemma":0.03632977,"domain_scores_codex":[0.9944367,0.001312375,0.000455059,0.001052447,0.001036118,0.001707258],"domain_scores_gemma":[0.9897392,0.002810054,0.00130855,0.0002828451,0.001887846,0.003971428],"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":[0.001196571,0.001386381,0.1770501,0.00641694,0.0006992368,0.01223995,0.01544637,0.002152345,0.001988611,0.0750071,0.307981,0.3984354],"study_design_scores_gemma":[0.0007139501,0.0008171345,0.2381806,0.009708911,0.0006193207,0.005628993,0.04179247,0.001410406,0.002217791,0.02730836,0.6710349,0.0005671902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.09539307,0.06631725,0.001407825,0.7876905,0.01731093,0.0001880261,0.002234282,0.0002643692,0.02919383],"genre_scores_gemma":[0.6601126,0.05242993,0.004105242,0.2575446,0.01220666,0.0004217176,0.001675482,0.0002456851,0.01125798],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04650891,"threshold_uncertainty_score":0.09247637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03154405036351769,"score_gpt":0.3238438832941901,"score_spread":0.2922998329306724,"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."}}