{"id":"W2589127446","doi":"10.1093/ndt/gfw156.24","title":"SP033WHAT DIFFERENCE A FORMULA MAKES? ELIGIBILITY FOR TOLVAPTAN THERAPY FOR ADPKD - HOW TO SELECT THOSE WHO WILL BENEFIT THE MOST FROM TREATMENT?","year":2016,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Tolvaptan; Medicine; Internal medicine; Intensive care medicine; Urology; Hyponatremia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002929015,0.0003789699,0.001652305,0.0009332471,0.0009079268,0.00247925,0.0008570701,0.001996681,0.03064288],"category_scores_gemma":[0.02331846,0.0002009536,0.001348426,0.001053671,0.0007081095,0.00240572,0.0007825818,0.003217076,0.007164114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483595,"about_ca_system_score_gemma":0.004184538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007035927,"about_ca_topic_score_gemma":0.01542579,"domain_scores_codex":[0.9982893,0.0007290539,0.0002913181,0.00009277148,0.0004571196,0.0001403988],"domain_scores_gemma":[0.992501,0.002883196,0.0008722699,0.0001471087,0.00236976,0.00122679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002557958,0.0005916356,0.03000751,0.001501357,0.0003505183,0.0003546922,0.0001945139,0.0004436717,0.0004696047,0.003982494,0.4136167,0.5459294],"study_design_scores_gemma":[0.005501951,0.002172109,0.120336,0.01838387,0.002413778,0.002216555,0.003753073,0.003335006,0.001446266,0.04965897,0.7905135,0.0002689609],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03210003,0.04796216,0.002470828,0.8330605,0.01462105,0.0003291044,0.004675849,0.000263104,0.06451732],"genre_scores_gemma":[0.4628291,0.1029983,0.03579079,0.3102153,0.03595167,0.001462964,0.008029114,0.0006076496,0.04211505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03064288,"threshold_uncertainty_score":0.1025107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928379297753183,"score_gpt":0.2906189870998658,"score_spread":0.271335194122334,"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."}}