{"id":"W1535991084","doi":"10.1111/j.1542-4758.2010.00527.x","title":"Building an acute dialysis machine in Korea","year":2011,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Center (category theory); Medicine; Citation; Clinical trial; Library science; Dialysis; Hemodialysis; Family medicine; Gerontology; Internal 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":[],"consensus_categories":[],"category_scores_codex":[0.0006673768,0.0003551487,0.0001355614,0.0003589061,0.002911397,0.001574142,0.0008982355,0.0008026581,0.004566127],"category_scores_gemma":[0.0007508154,0.0003512676,0.0004251415,0.000252112,0.0007708222,0.001665814,0.002300906,0.001306116,0.0007925229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480316,"about_ca_system_score_gemma":0.005922815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004695142,"about_ca_topic_score_gemma":0.01266276,"domain_scores_codex":[0.9994685,0.0001090075,0.00004180381,0.00008703221,0.0000721998,0.0002214708],"domain_scores_gemma":[0.9980039,0.00007571393,0.0001569896,0.00008628901,0.0001555887,0.001521418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009146088,0.008470033,0.7034097,0.0004770828,0.0001438576,0.04642837,0.01195138,0.005788087,0.0384741,0.008603729,0.008627343,0.1667116],"study_design_scores_gemma":[0.0002911993,0.008351,0.6917435,0.0005328966,0.0002819546,0.04219081,0.1191955,0.0253111,0.01472658,0.004818042,0.09227801,0.0002794463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9914474,0.0001333545,0.00185672,0.001886329,0.00006966767,0.0001023694,0.00006072618,0.00006476677,0.004378711],"genre_scores_gemma":[0.9936478,0.0001708456,0.003308665,0.0003450182,0.00001634832,0.00001854296,0.00005362351,0.00001190899,0.002427317],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004695142,"threshold_uncertainty_score":0.01527524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1672197491305888,"score_gpt":0.4707458557703407,"score_spread":0.3035261066397519,"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."}}