{"id":"W2061926810","doi":"10.1111/j.1542-4758.2008.00292.x","title":"Home hemodialysis in Australia and New Zealand: Practical problems and solutions","year":2008,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Amgen","keywords":"Home hemodialysis; Medicine; Hemodialysis; Technician; Facilitator; Medical emergency; Nursing; Salary; Psychology; Psychiatry","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":[0.004595475,0.0005893548,0.0004780785,0.0009675169,0.0030739,0.003755929,0.001595285,0.004038072,0.008078833],"category_scores_gemma":[0.008657214,0.000375666,0.000460438,0.001421515,0.002755554,0.004638384,0.003219248,0.003338858,0.0005164266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005791982,"about_ca_system_score_gemma":0.01902126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1964957,"about_ca_topic_score_gemma":0.2820624,"domain_scores_codex":[0.9973632,0.0009190771,0.0003199494,0.0002351293,0.0006836329,0.0004790854],"domain_scores_gemma":[0.9938646,0.001297594,0.0008365503,0.0001987768,0.001777741,0.002024654],"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":[0.00022965,0.0009334582,0.07537067,0.003911565,0.00008136369,0.01256504,0.03149726,0.001158089,0.002025472,0.03727223,0.1670007,0.6679546],"study_design_scores_gemma":[0.0001799782,0.0007760507,0.2328981,0.006312389,0.0001144003,0.0141535,0.1853638,0.003434771,0.0007529529,0.03479543,0.5208659,0.0003528032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.08811805,0.07824915,0.002833808,0.7959799,0.003675664,0.0003044482,0.0002995041,0.00008115876,0.03045844],"genre_scores_gemma":[0.6676061,0.1706549,0.03225771,0.07028897,0.00540198,0.0007241938,0.0005378937,0.0001015964,0.05242657],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1964957,"threshold_uncertainty_score":0.3907039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106381567084173,"score_gpt":0.3648254352887732,"score_spread":0.2584438682046002,"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."}}