{"id":"W1939325548","doi":"10.1111/j.1525-139x.2007.00313.x","title":"Inadequate Treatment of Congestive Heart Failure in Dialysis Patients","year":2007,"lang":"en","type":"editorial","venue":"Seminars in Dialysis","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Heart failure; Intensive care medicine; Dialysis; Adverse effect; Population; Disease; Renal replacement therapy; Internal medicine; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000597882,0.0007318238,0.002480668,0.002063273,0.00004050754,0.00002237774,0.000178299,0.001017313,0.0001848182],"category_scores_gemma":[0.0009445813,0.0006356628,0.0006502731,0.001615232,0.000158032,0.00009574126,0.0001014219,0.0005141771,0.00006848895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001909417,"about_ca_system_score_gemma":0.0003319621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003390541,"about_ca_topic_score_gemma":0.01031194,"domain_scores_codex":[0.9955594,0.0002121516,0.001245159,0.0009473492,0.001303183,0.0007327446],"domain_scores_gemma":[0.9971138,0.00107471,0.0003922495,0.0008548658,0.000339677,0.0002247426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008612044,0.003870391,0.154038,0.000277862,0.001302348,0.0003689121,0.002359104,0.00003499891,0.00002115054,0.000004959366,0.8050075,0.03185358],"study_design_scores_gemma":[0.01050948,0.002660869,0.01260978,0.001513592,0.003324723,7.147376e-7,0.0006644007,0.00002957949,0.0007794944,0.00004070624,0.9671839,0.000682697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6632184,0.002629605,0.00002271134,0.003403705,0.3205516,0.006526818,0.0006278112,0.0001675655,0.002851779],"genre_scores_gemma":[0.5680568,0.009626163,0.00786675,0.0002062154,0.3826592,0.001911925,0.01656352,0.000541248,0.01256816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1621765,"threshold_uncertainty_score":0.9996095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009712182116652198,"score_gpt":0.2819573931865568,"score_spread":0.2722452110699046,"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."}}