{"id":"W4391943626","doi":"10.1111/hdi.13132","title":"Success is just running out of mistakes: a lifelong quest to make hemodialysis simple, safe, and effective. Ash SR. Pittsburgh, PA: Dorrance Publishing; 2023","year":2024,"lang":"en","type":"article","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; Publishing; Simple (philosophy); Intensive care medicine; Gerontology; Internal medicine; Law; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.006312866,0.0005344597,0.000697321,0.0009045044,0.002198006,0.006340402,0.0008562767,0.002829833,0.01448537],"category_scores_gemma":[0.02820707,0.0003833071,0.0003866135,0.0006666556,0.005284794,0.008656798,0.002869136,0.008462311,0.01001811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008769484,"about_ca_system_score_gemma":0.006193427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001808457,"about_ca_topic_score_gemma":0.005292094,"domain_scores_codex":[0.9960029,0.001070575,0.0002964496,0.0002488657,0.002089483,0.0002918033],"domain_scores_gemma":[0.9700247,0.009073271,0.002162584,0.001561793,0.008280645,0.008896931],"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":[0.00002840304,0.0000735543,0.001306305,0.0002224873,0.00001993502,0.0002772352,0.0009945512,0.00003179819,0.0003261129,0.006696561,0.7991216,0.1909014],"study_design_scores_gemma":[0.00001570117,0.00008446178,0.002504907,0.001033769,0.00002502874,0.002544667,0.002943587,0.00008025231,0.0003405943,0.02419987,0.9661768,0.00005031587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002992678,0.1152552,0.004338626,0.7915231,0.02859044,0.00002068573,0.00007161419,0.0004250692,0.05678254],"genre_scores_gemma":[0.1479344,0.3263585,0.02788489,0.2517512,0.05555678,0.000126249,0.0003711652,0.001256541,0.1887603],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01448537,"threshold_uncertainty_score":0.04845834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0191283689880022,"score_gpt":0.3028826899139659,"score_spread":0.2837543209259637,"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."}}