{"id":"W4243554844","doi":"10.1111/j.1542-4758.2007.00221.x","title":"Preface","year":2007,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Citation; Medicine; Library science; Gerontology; Psychology; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00148949,0.0008206524,0.0004990411,0.002600186,0.002422355,0.002703518,0.0009389199,0.0007933298,0.2950862],"category_scores_gemma":[0.01173906,0.0001933272,0.000427854,0.001316259,0.0005009297,0.001962243,0.001685796,0.002779191,0.1951417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001834012,"about_ca_system_score_gemma":0.002148038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005712431,"about_ca_topic_score_gemma":0.006617019,"domain_scores_codex":[0.9993435,0.0001093604,0.00004226771,0.00009317845,0.0003526132,0.00005902719],"domain_scores_gemma":[0.9939122,0.000865289,0.0001895327,0.0003762982,0.003915587,0.0007409434],"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":[0.00001477341,0.00001143043,0.00008092572,0.00004148849,8.629931e-7,0.00003052775,0.00003918787,0.00002857181,0.00005860811,0.002924508,0.9737927,0.0229763],"study_design_scores_gemma":[0.00000251124,0.000007270007,0.000233407,0.00007598184,0.000001119319,0.00003506872,0.00006885859,0.00002106696,0.00007066006,0.001658984,0.9978219,0.000003127993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001343853,0.009957666,0.00549734,0.05031902,0.4056826,0.0005714356,0.007287566,0.001042612,0.5182979],"genre_scores_gemma":[0.006153993,0.004253642,0.002145217,0.01063462,0.03933169,0.0002619919,0.004199421,0.0005138092,0.9325056],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7049139,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506176107631208,"score_gpt":0.2918853134387996,"score_spread":0.2768235523624875,"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."}}