{"id":"W1962693998","doi":"10.1111/hdi.12273","title":"The home hemodialysis hub: Physical infrastructure and integrated governance structure","year":2015,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Auckland Medical Research Foundation; Ministry of Health, New Zealand","keywords":"Hemodialysis; Home hemodialysis; Medicine; Corporate governance; Business; Finance; 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":[0.001404225,0.0001030798,0.0001191672,0.000679944,0.000966124,0.003835612,0.0006171565,0.0008142681,0.002273499],"category_scores_gemma":[0.002382914,0.0001564823,0.0001034843,0.0008380337,0.002784602,0.001670457,0.002199397,0.0006545628,0.0002449366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00263957,"about_ca_system_score_gemma":0.005944534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004524951,"about_ca_topic_score_gemma":0.005257138,"domain_scores_codex":[0.9988147,0.0004237711,0.00009102639,0.0001434052,0.0002468617,0.0002803423],"domain_scores_gemma":[0.9983284,0.0002578913,0.0003990537,0.0001507935,0.0002678471,0.0005959889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005717513,0.0002556283,0.05852512,0.0002010909,0.00003925001,0.000811986,0.002880153,0.009707923,0.002976496,0.8171548,0.01120893,0.09618146],"study_design_scores_gemma":[0.000124812,0.0006417047,0.2554971,0.0008933665,0.00008483238,0.001968957,0.01623074,0.03694489,0.002509635,0.4318607,0.2530719,0.0001712607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5380273,0.001718161,0.2584661,0.03080501,0.0002568836,0.0009228134,0.0005995472,0.0007320349,0.1684721],"genre_scores_gemma":[0.9761651,0.0004152146,0.01834387,0.0004895864,0.00007349229,0.0001093847,0.0001385374,0.00001543213,0.004249436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004524951,"threshold_uncertainty_score":0.01915157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008501668256382783,"score_gpt":0.2507751708849313,"score_spread":0.2422735026285485,"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."}}