{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005184799,0.0001490318,0.0002859315,0.0001477291,0.0001182219,0.0002580829,0.0001807042,0.0001725763,0.0005482488],"category_scores_gemma":[0.001494266,0.00004597746,0.0002907595,0.0001012179,0.0001175942,0.0001298814,0.0001941848,0.0002527801,0.00004772628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519242,"about_ca_system_score_gemma":0.0001847199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008015025,"about_ca_topic_score_gemma":0.001269621,"domain_scores_codex":[0.9997846,0.00009354892,0.00001415969,0.00002806446,0.00005049137,0.00002901937],"domain_scores_gemma":[0.9993427,0.0001752667,0.0001860704,0.0000680748,0.00006628808,0.0001615421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01442311,0.00420773,0.8441021,0.0002457033,0.000527175,0.0003567374,0.0002147608,0.0004093345,0.009284976,0.0001046706,0.0009490285,0.1251747],"study_design_scores_gemma":[0.0002412109,0.00452324,0.9935966,0.00001131275,0.00006748659,0.0002301411,0.00004243895,0.0002577517,0.0005379772,0.00003478245,0.0004540224,0.000003178299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989437,0.0003829585,0.0001220276,0.0000292768,0.00001141164,0.00001558094,0.00004873562,0.000009028779,0.0004373206],"genre_scores_gemma":[0.9994209,0.0001124431,0.0001554276,0.00003842644,0.0000162937,0.000008778264,0.0001256935,0.00000108652,0.0001209681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008015025,"threshold_uncertainty_score":0.002742052,"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."}}