{"id":"W1598650364","doi":"10.1111/j.0894-0959.2004.17210.x","title":"DAILY HEMODIALYSIS—SELECTED TOPICS: An International Registry to Compare Quotidian Dialysis Regimens with Conventional Thrice‐Weekly Hemodialysis: Why, How, and Potential Pitfalls","year":2004,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Dialysis; Hemodialysis; Intensive care medicine; Internal medicine","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":[0.01408653,0.0002723085,0.0007429261,0.004270543,0.0002964408,0.001626667,0.0009593359,0.0005261936,0.002325394],"category_scores_gemma":[0.0192083,0.000154457,0.0009509931,0.007975871,0.0002721603,0.002087395,0.001336977,0.0008097042,0.0008250197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005232757,"about_ca_system_score_gemma":0.002584777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002204397,"about_ca_topic_score_gemma":0.002701081,"domain_scores_codex":[0.9918239,0.003953813,0.002420192,0.0005607476,0.001021258,0.0002201855],"domain_scores_gemma":[0.9660356,0.007464185,0.01095022,0.006843639,0.006310325,0.00239592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002309433,0.0003643408,0.7794688,0.002455045,0.0008205775,0.0001125196,0.0008232418,0.0003047666,0.0009073321,0.004772831,0.03381546,0.1738456],"study_design_scores_gemma":[0.0003866799,0.0009087534,0.8996399,0.001701847,0.0008422412,0.001069326,0.001354406,0.0006160435,0.001173503,0.001164139,0.09106202,0.00008112157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6531943,0.07838546,0.02781346,0.01658812,0.002000726,0.005380228,0.1551981,0.0009422296,0.06049742],"genre_scores_gemma":[0.7308599,0.02486515,0.06391069,0.004113196,0.001360085,0.004450005,0.1661958,0.0005804462,0.003664715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01408653,"threshold_uncertainty_score":0.07449758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009029897465125366,"score_gpt":0.2451023197625085,"score_spread":0.2360724222973831,"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."}}