{"id":"W2527095806","doi":"10.1111/hdi.12465","title":"Reliability of delivered dialysate sodium concentration","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sodium; Flame photometry; Medicine; Hemodialysis; Dialysis; Repeatability; Chemistry; Chromatography; Surgery","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":[0.008336303,0.0006851436,0.0008725163,0.0006498784,0.000429998,0.00188913,0.001311557,0.0009503197,0.001098864],"category_scores_gemma":[0.02014838,0.0003771328,0.0005419729,0.0005492443,0.001065759,0.0008300055,0.001163704,0.0008338077,0.0007708233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007779655,"about_ca_system_score_gemma":0.0005564868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001241487,"about_ca_topic_score_gemma":0.0009140522,"domain_scores_codex":[0.9827189,0.004934051,0.001610911,0.003575573,0.006779774,0.0003807643],"domain_scores_gemma":[0.9792771,0.008308673,0.00219158,0.002949439,0.007001928,0.0002713216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003980594,0.0001560735,0.195498,0.001351201,0.0008461267,0.0001726927,0.001815469,0.001911229,0.714003,0.0007132668,0.0009642864,0.07858805],"study_design_scores_gemma":[0.00006759278,0.00151757,0.1298645,0.0001549113,0.0005200413,0.0006006391,0.0003295241,0.008488823,0.8516284,0.0005979067,0.006144912,0.00008508634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877068,0.006012811,0.09740294,0.0005165165,0.0004779597,0.0002767399,0.001279148,0.001140221,0.005186942],"genre_scores_gemma":[0.9790127,0.000463499,0.01826503,0.0003084176,0.00007055309,0.0001234611,0.0004268259,0.0001454463,0.001183996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008336303,"threshold_uncertainty_score":0.04408711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198801870560419,"score_gpt":0.2587879873649909,"score_spread":0.2467999686593867,"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."}}