{"id":"W6977593048","doi":"10.6084/m9.figshare.19085365.v1","title":"Additional file 3 of Association of abnormal electrocardiograph metrics with prolonged recovery time in incident hemodialysis patients","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Hemodialysis; Association (psychology); Table (database); Electrocardiography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001262698,0.0009964649,0.001425479,0.001775238,0.0007870278,0.001487976,0.001518739,0.001286009,0.8347003],"category_scores_gemma":[0.03984378,0.0004993872,0.001113229,0.002980749,0.0002031051,0.00149195,0.0008976125,0.0009404518,0.09513897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008239359,"about_ca_system_score_gemma":0.001352755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008144438,"about_ca_topic_score_gemma":0.01019998,"domain_scores_codex":[0.9990407,0.0001814049,0.0002239321,0.0002508739,0.0001682525,0.000134821],"domain_scores_gemma":[0.9710084,0.02221592,0.002520239,0.00124988,0.002442289,0.0005633493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007789988,0.0001435358,0.01307832,0.003141327,0.0001741412,0.0001314668,0.00009114548,0.0004924388,0.00007328698,0.0007667965,0.9701915,0.01093695],"study_design_scores_gemma":[0.01783312,0.000996212,0.2159806,0.01294153,0.001050235,0.002821563,0.001427945,0.005944958,0.001039041,0.02474208,0.7147892,0.0004336157],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005898091,0.00002995819,0.0002088689,0.0001434629,0.00003194079,0.00007921647,0.9977145,0.0001366534,0.001065663],"genre_scores_gemma":[0.0364699,0.000290426,0.003318363,0.001472036,0.0004346763,0.002734387,0.9372276,0.0006523316,0.01740025],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8347003,"threshold_uncertainty_score":0.2357798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00567164694645815,"score_gpt":0.187904819993906,"score_spread":0.1822331730474478,"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."}}