{"id":"W4254003213","doi":"10.1111/hdi.12135","title":"Preface","year":2014,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Wife; Hemodialysis; Home hemodialysis; Presentation (obstetrics); Surgery; Law","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":[0.001328051,0.0008769638,0.0006519703,0.002039263,0.002973935,0.004385036,0.001508232,0.001491941,0.5830495],"category_scores_gemma":[0.009697196,0.000318407,0.0004882644,0.001780953,0.0007741203,0.003650112,0.002364889,0.003061207,0.418041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001928299,"about_ca_system_score_gemma":0.002691663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004164215,"about_ca_topic_score_gemma":0.004721734,"domain_scores_codex":[0.9988467,0.0001635118,0.00008039938,0.0002111783,0.0005676341,0.0001306277],"domain_scores_gemma":[0.995882,0.0005773985,0.0001415201,0.0003935789,0.002366845,0.0006386217],"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":[0.00001611891,0.00001013237,0.00008021045,0.00005725585,0.000001087575,0.00003722083,0.00009186224,0.00002138193,0.00005462386,0.004677291,0.9686049,0.02634795],"study_design_scores_gemma":[0.000001697703,0.000005726958,0.000123221,0.00005612191,5.050936e-7,0.00003630612,0.00007307855,0.000008339058,0.00002354014,0.0008896022,0.9987798,0.000002065329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009172769,0.005880476,0.00275858,0.02316456,0.09166089,0.0003205716,0.008292251,0.001289917,0.8657156],"genre_scores_gemma":[0.004673687,0.00340355,0.001432115,0.006416858,0.01105929,0.0001921671,0.006975341,0.0006400667,0.965207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5830495,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137633240192468,"score_gpt":0.2676625500094436,"score_spread":0.2562862176075189,"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."}}