{"id":"W2523922780","doi":"10.1111/hdi.12460","title":"Impact of vascular access intervention therapy on cardiac load in hemodialysis patients","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Cardiology; Internal medicine; Arteriovenous fistula; Dialysis; Stenosis; Heart failure; Blood flow; Blood volume; Surgery","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":[0.0004133488,0.000107948,0.0003195285,0.0004458051,0.0004347113,0.0006803481,0.0001902264,0.0003001401,0.001269893],"category_scores_gemma":[0.003038007,0.00009340067,0.0004324375,0.0006083341,0.0002089598,0.0004418304,0.0003794509,0.0007765933,0.0001142897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732389,"about_ca_system_score_gemma":0.0003328396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001210091,"about_ca_topic_score_gemma":0.001946748,"domain_scores_codex":[0.999391,0.0001546022,0.0001031249,0.00009699609,0.0001435038,0.0001107204],"domain_scores_gemma":[0.9978405,0.000546276,0.0009333616,0.0000728748,0.0001701085,0.0004367287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001800595,0.00009335219,0.9959311,0.00001710039,0.00004900056,0.0001069184,0.000076617,0.00002781667,0.0001143981,0.00002140396,0.00009100646,0.003291272],"study_design_scores_gemma":[0.000005146196,0.0001179123,0.9991726,0.000009871574,0.00002771521,0.0001548259,0.0001515216,0.0001091852,0.00004254209,0.00002821772,0.0001761719,0.000004247412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985146,0.0005195119,0.00005004468,0.00007524879,0.00001170942,0.000005992634,0.0001076561,0.000002010063,0.0007132717],"genre_scores_gemma":[0.9995441,0.0001387204,0.00003679077,0.00004575495,0.00003173257,0.000004620772,0.0001219797,0.000001005133,0.00007543485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001269893,"threshold_uncertainty_score":0.004248261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831848678807771,"score_gpt":0.3874415197851741,"score_spread":0.3491230329970964,"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."}}