{"id":"W1912435725","doi":"10.1111/j.1492-7535.2004.0085s.x","title":"Short Daily Hemodialysis vs. Short Daily Hemofiltration (Search for Optimal Prescription)","year":2004,"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; Creatinine; Beta-2 microglobulin; Urology; Hemofiltration; Urea; Internal medicine; Endocrinology; Animal science; Gastroenterology; Chemistry; Biochemistry","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":[0.001004485,0.0001154481,0.0004924088,0.0002929365,0.000144837,0.0004448426,0.0002472631,0.0003926222,0.005037136],"category_scores_gemma":[0.002419621,0.00006101787,0.0002865444,0.000347424,0.0001440766,0.0004192385,0.0002124844,0.0002897647,0.0002882036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003030378,"about_ca_system_score_gemma":0.000468819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003054572,"about_ca_topic_score_gemma":0.0007028794,"domain_scores_codex":[0.9995908,0.0001766516,0.00005787968,0.00006276887,0.00007713372,0.00003471418],"domain_scores_gemma":[0.998735,0.0005625985,0.0002246112,0.00009960639,0.00008108359,0.0002970027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02703813,0.002921378,0.0540562,0.001073733,0.0003568846,0.0001889576,0.0001567359,0.001364864,0.007304805,0.002238875,0.002731572,0.9005679],"study_design_scores_gemma":[0.006639435,0.06168318,0.8194084,0.001515099,0.001985976,0.004567662,0.001101773,0.01344559,0.01398215,0.0115933,0.0639351,0.0001423302],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974937,0.01190349,0.00426242,0.001776982,0.0002740744,0.0001576706,0.0002576941,0.00008440079,0.006346425],"genre_scores_gemma":[0.9924209,0.001548233,0.004209317,0.0004824584,0.0001681047,0.00005148561,0.0001307871,0.00001438901,0.0009743947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005037136,"threshold_uncertainty_score":0.01685089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599331041356318,"score_gpt":0.2981955330282864,"score_spread":0.2722022226147232,"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."}}