{"id":"W1990041671","doi":"10.5414/cnp69033","title":"Reduction in cardiovascular related hospitalization with nocturnal home hemodialysis","year":2008,"lang":"en","type":"article","venue":"Clinical Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Dialysis; Home hemodialysis; Hemodialysis; Internal medicine; Cohort; Population; Kidney disease; Cohort study; End stage renal disease; Renal replacement therapy; Cardiology; Emergency medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000543542,0.0001219332,0.0006525565,0.0001909377,0.00005111057,0.000005065691,0.00006255288,0.0001907244,0.0001280601],"category_scores_gemma":[0.0001036155,0.00008762299,0.0004461218,0.000492432,0.0002904363,0.00005505804,0.00003325763,0.0002448316,0.00006301587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004051609,"about_ca_system_score_gemma":0.00006569041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002773805,"about_ca_topic_score_gemma":0.000004992692,"domain_scores_codex":[0.9983472,0.000233303,0.0005752785,0.0003927599,0.0002465709,0.0002049265],"domain_scores_gemma":[0.9992471,0.0000433336,0.00009849687,0.0003812378,0.00008482103,0.0001449542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004181534,0.003474931,0.8990731,0.0001167904,0.008888075,0.004107113,0.0007021667,0.01335405,0.0002620753,0.001052382,0.007562995,0.05722482],"study_design_scores_gemma":[0.004501282,0.000667591,0.9813946,0.00002616958,0.001116925,0.0002368104,0.00003293158,0.000915697,0.000009965863,0.0003390613,0.01061434,0.0001445944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951408,0.0006533093,0.000632116,0.001553338,0.000227661,0.0002833337,7.709407e-7,0.00004352827,0.001465151],"genre_scores_gemma":[0.9971534,0.0009331669,0.0003972159,0.0008454889,0.0002644253,0.00001773584,0.00006187321,0.00001627298,0.0003104221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08232155,"threshold_uncertainty_score":0.3573162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073443051191928,"score_gpt":0.278838718218802,"score_spread":0.2581042877068827,"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."}}