{"id":"W4241013041","doi":"10.1111/j.1542-4758.2005.01162.x","title":"Preface","year":2005,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Medicine; 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":[0.001432491,0.000810641,0.000577298,0.002490894,0.001819507,0.002087216,0.0009995407,0.0008378537,0.3045886],"category_scores_gemma":[0.01402007,0.0002081509,0.0005029294,0.001256196,0.0003974858,0.001687249,0.001393405,0.002787883,0.1977266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001270064,"about_ca_system_score_gemma":0.001826225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004330067,"about_ca_topic_score_gemma":0.004690572,"domain_scores_codex":[0.9994472,0.0001002434,0.00004787183,0.00007708382,0.0002839133,0.00004372819],"domain_scores_gemma":[0.9927522,0.001269676,0.000211778,0.0004984414,0.004626012,0.0006419874],"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":[0.00002119266,0.00001480017,0.00007377724,0.00007407333,0.000001207278,0.00003501119,0.0000215961,0.00003215089,0.00006644832,0.001420063,0.9683235,0.0299161],"study_design_scores_gemma":[0.000003741122,0.00001084138,0.0002822708,0.0001235609,0.000002059787,0.00006081873,0.00004092029,0.00002700071,0.000110639,0.001460995,0.9978729,0.000004147637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001358521,0.01642209,0.01026167,0.04947867,0.4573957,0.0009078198,0.0122003,0.00160766,0.4503675],"genre_scores_gemma":[0.006315282,0.00824649,0.004157623,0.01404863,0.05654968,0.0004715206,0.008515026,0.0007689571,0.9009268],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6954114,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734030572344045,"score_gpt":0.2828380648570776,"score_spread":0.2654977591336372,"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."}}