{"id":"W2128804646","doi":"10.1111/j.1542-4758.2010.00475.x","title":"Survival with short‐daily hemodialysis: Association of time, site, and dose of dialysis","year":2010,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; Proportional hazards model; Hazard ratio; Survival analysis; Internal medicine; SDHD; Surgery; Confidence interval; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009444192,0.0002091784,0.0007430681,0.0005449457,0.0000501045,0.00003842079,0.0001710876,0.0001270757,0.0007771679],"category_scores_gemma":[0.0004371624,0.0001642921,0.0003842281,0.0005164578,0.0001228778,0.0001408869,0.0001061297,0.0002104867,0.00002371604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007643037,"about_ca_system_score_gemma":0.00007786503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000109532,"about_ca_topic_score_gemma":0.0001866422,"domain_scores_codex":[0.9975142,0.00009365603,0.0006383476,0.0003848445,0.001175772,0.0001931615],"domain_scores_gemma":[0.9982424,0.0002468421,0.0004171934,0.0003867716,0.0005503834,0.0001564244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009840098,0.001308117,0.7996976,0.0001143529,0.007066977,0.00002188811,0.0005245684,0.000222951,0.1708585,0.0006433416,0.001461388,0.01709623],"study_design_scores_gemma":[0.007365638,0.0003816194,0.9175087,0.0001789156,0.01124724,0.00001248539,0.0002779679,0.01531077,0.03843945,0.000340033,0.008205703,0.0007315313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773542,0.00003345358,0.0006635667,0.0007061458,0.0002040907,0.0002196556,0.00008497333,0.00002804279,0.02070584],"genre_scores_gemma":[0.9943562,0.00008900669,0.002325264,0.00008781005,0.0002693276,0.00002284061,0.0003380521,0.00002251082,0.002489022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1324191,"threshold_uncertainty_score":0.8509443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006973617756782274,"score_gpt":0.2407351231099331,"score_spread":0.2337615053531509,"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."}}