{"id":"W4366083244","doi":"10.1111/hdi.13076","title":"Incidence of hospital admissions in bioimpedance‐guided fluid management among maintenance hemodialysis patients—Results of a randomized controlled trial","year":2023,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Randomized controlled trial; Incidence (geometry); Log-rank test; Blood pressure; Rate ratio; Confidence interval; Internal medicine; Survival analysis","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":[0.007319867,0.001494855,0.005223125,0.0007019666,0.0005706014,0.001809282,0.001471021,0.00324567,0.004613345],"category_scores_gemma":[0.00997752,0.0008996046,0.005163695,0.0007279186,0.001546175,0.001597528,0.0006120556,0.002649694,0.0004370339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000983017,"about_ca_system_score_gemma":0.001352172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007598175,"about_ca_topic_score_gemma":0.0007967337,"domain_scores_codex":[0.9937879,0.004214687,0.0005951087,0.0007369883,0.0003920521,0.0002732376],"domain_scores_gemma":[0.9918972,0.004389802,0.001775281,0.0005872019,0.0005071661,0.0008434506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9909855,0.00184186,0.001033015,0.0006739115,0.001932176,0.00001614542,0.00002264911,0.00008356927,0.0002067344,0.00003277317,0.0001446586,0.003026984],"study_design_scores_gemma":[0.9732755,0.02256196,0.001695186,0.00006687699,0.001765966,0.0000127158,0.00001408593,0.0002858859,0.000116164,0.00007544933,0.0001188111,0.00001139939],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979894,0.01051808,0.00100508,0.0009888416,0.001005198,0.004478941,0.0008649891,0.00009389511,0.00115104],"genre_scores_gemma":[0.9839558,0.003052849,0.001575155,0.0008759678,0.0009261554,0.007741116,0.0008178739,0.00002033433,0.001034685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007319867,"threshold_uncertainty_score":0.03871161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008712396255659,"score_gpt":0.27252387292279,"score_spread":0.2624367489602334,"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."}}