{"id":"W2442779846","doi":"10.1111/hdi.12434","title":"Hemodialysis‐induced regional left ventricular systolic dysfunction","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Cardiac Imaging and Diagnostics","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Cardiology; Internal medicine; Dialysis; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002940675,0.0002149367,0.0003911604,0.0004464161,0.0000889949,0.00004901919,0.0001579677,0.0001242712,0.0009635618],"category_scores_gemma":[0.0008237128,0.0001582583,0.0005529557,0.0002241376,0.00006959349,0.0001685615,0.00006455064,0.0001335427,0.0007633718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000372832,"about_ca_system_score_gemma":0.0001396996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000327329,"about_ca_topic_score_gemma":0.000004936173,"domain_scores_codex":[0.9979304,0.00006343322,0.0004001986,0.0004559856,0.0008653985,0.0002845892],"domain_scores_gemma":[0.9984576,0.0002979908,0.0001520619,0.0004317309,0.0004602375,0.0002003482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001228058,0.001571374,0.5417981,0.00009762021,0.005036573,0.001213076,0.0004118783,0.0002194203,0.1879646,0.007363916,0.1613124,0.09178293],"study_design_scores_gemma":[0.02214905,0.0003695251,0.3719496,0.001052449,0.004979338,0.004339946,0.0001978271,0.003429042,0.1056053,0.003024006,0.4810668,0.001837149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293053,0.0003954794,0.02326695,0.02103269,0.004006249,0.0004088915,0.00005049018,0.0003681207,0.02116582],"genre_scores_gemma":[0.9932656,0.00006705553,0.0005482536,0.001150718,0.001728857,0.00002814313,0.0001689084,0.00003135094,0.003011168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3197544,"threshold_uncertainty_score":0.9999497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857457770359057,"score_gpt":0.2679206133367065,"score_spread":0.2493460356331159,"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."}}