{"id":"W6889118997","doi":"10.25384/sage.6814805.v1","title":"Appendices_(1) – Supplemental material for Hospitalizations in Dialysis Patients in Canada: A National Cohort Study","year":2018,"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":"","funders":"","keywords":"Dialysis; Cohort; Kidney disease; Cohort study; Home dialysis; Disease; Retrospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001218836,0.0008873199,0.001207737,0.005199091,0.001538708,0.001410926,0.00161534,0.0007217341,0.6001971],"category_scores_gemma":[0.02973104,0.0006505025,0.001084113,0.007690846,0.000303752,0.000929107,0.00109775,0.0009375924,0.09966612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004934807,"about_ca_system_score_gemma":0.008950851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3946369,"about_ca_topic_score_gemma":0.4639374,"domain_scores_codex":[0.9989271,0.000109724,0.0002418719,0.0001345802,0.0004367252,0.0001500627],"domain_scores_gemma":[0.9809648,0.005939684,0.001768127,0.0008328257,0.009151238,0.001343246],"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":[0.00004019371,0.0000461141,0.002979589,0.0003110944,0.00001491171,0.00002608124,0.00001470722,0.00007793776,0.00001737732,0.0001376759,0.9906489,0.005685273],"study_design_scores_gemma":[0.0009821147,0.0001440092,0.1718386,0.002283112,0.0001328945,0.0006932905,0.000340432,0.0007991087,0.00025995,0.002376284,0.820035,0.0001153013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008103303,0.0002653711,0.0002818598,0.0008271551,0.0005184981,0.0005286647,0.9868241,0.0003005775,0.009643383],"genre_scores_gemma":[0.008063775,0.001160715,0.002215029,0.002107759,0.0009729249,0.001583232,0.9455043,0.0003900299,0.03800224],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6053631,"threshold_uncertainty_score":0.7846798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271239387609852,"score_gpt":0.26364906479842,"score_spread":0.2509366709223215,"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."}}