{"id":"W1840345468","doi":"10.1111/hdi.12291","title":"Workforce development and models of care in home hemodialysis","year":2015,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Workforce; Home hemodialysis; Intensive care medicine; Medical emergency; Nursing; Internal medicine; Economic growth","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":[0.002886282,0.0006093346,0.0006226847,0.002538709,0.0006718241,0.002145852,0.001375127,0.002103732,0.002446455],"category_scores_gemma":[0.005272863,0.0002789491,0.000887857,0.002435263,0.001262891,0.002786948,0.001900938,0.001824911,0.0005687613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003466298,"about_ca_system_score_gemma":0.007012778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007774869,"about_ca_topic_score_gemma":0.009162182,"domain_scores_codex":[0.9985774,0.0006454328,0.0001612356,0.0001360498,0.0003417422,0.0001381813],"domain_scores_gemma":[0.9980889,0.001212751,0.0002749437,0.00003769203,0.0002600524,0.0001255887],"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":[0.00003378408,0.0001532142,0.001635747,0.02773717,0.0001280016,0.000295606,0.002003443,0.0009671385,0.000141895,0.04350028,0.02902215,0.8943816],"study_design_scores_gemma":[0.00001923483,0.0001220208,0.005141559,0.06110375,0.0001179517,0.001820544,0.002753755,0.0003592147,0.0001823953,0.01971884,0.908614,0.00004677999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006910394,0.9911436,0.0004724802,0.003811314,0.0004045219,0.00003191939,0.00001764293,0.000006002133,0.003421601],"genre_scores_gemma":[0.006954176,0.9903098,0.0008240402,0.0009827487,0.00022568,0.00005634343,0.00002871967,0.000002672215,0.0006159216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007774869,"threshold_uncertainty_score":0.02514982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05352055677140222,"score_gpt":0.3282051869758404,"score_spread":0.2746846302044382,"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."}}