{"id":"W2410946290","doi":"10.1111/hdi.12166","title":"Preface","year":2014,"lang":"en","type":"editorial","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Medicine; Home hemodialysis; Dialysis; Dieticians; Presentation (obstetrics); Government (linguistics); Peritoneal dialysis; Family medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001522,0.001080566,0.0007873376,0.002295415,0.002872035,0.004806248,0.001683016,0.001655278,0.5237415],"category_scores_gemma":[0.008906541,0.0003382239,0.000647513,0.001748892,0.000738532,0.00350385,0.002487277,0.00322466,0.3671731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922465,"about_ca_system_score_gemma":0.003005267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003491622,"about_ca_topic_score_gemma":0.003751019,"domain_scores_codex":[0.9987663,0.0001755045,0.00009016632,0.0002101366,0.000618891,0.0001390784],"domain_scores_gemma":[0.9955272,0.0005604111,0.0001560252,0.000352131,0.002586595,0.0008176843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001996348,0.00001487597,0.00007988651,0.00007446,0.000001261251,0.00004620853,0.00008241106,0.00003290093,0.00007800849,0.002608972,0.9636816,0.03327959],"study_design_scores_gemma":[0.000002564125,0.00001089826,0.0001657573,0.00006941566,7.991408e-7,0.00005429389,0.0001008013,0.00001471115,0.00003610068,0.0008820303,0.9986596,0.000003069242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001276125,0.008273324,0.004454783,0.02847336,0.1432813,0.0005923596,0.008357606,0.001844511,0.8034467],"genre_scores_gemma":[0.004944674,0.00494753,0.002174606,0.006885404,0.01737913,0.0002676302,0.008388507,0.0007400209,0.9542724],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5237415,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008930251429980357,"score_gpt":0.2795944746446725,"score_spread":0.2706642232146922,"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."}}