{"id":"W2141069155","doi":"10.1111/j.1492-7535.2004.80409.x","title":"Associations with home hemodialysis modality failure and mortality","year":2004,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Home hemodialysis; Intensive care medicine; Emergency medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004797753,0.0001195712,0.0001552384,0.0003270725,0.0001849469,0.0003216533,0.0002121593,0.0001835235,0.001978718],"category_scores_gemma":[0.001837629,0.0000710572,0.0001441749,0.00037988,0.0002214436,0.0001644891,0.0002714836,0.0003606559,0.0001150384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794027,"about_ca_system_score_gemma":0.0003028264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00214739,"about_ca_topic_score_gemma":0.002066144,"domain_scores_codex":[0.9997663,0.00007579499,0.00002081091,0.00003805244,0.00004820373,0.00005091183],"domain_scores_gemma":[0.9980783,0.0003384942,0.0009664544,0.00007386099,0.0001429335,0.0003999492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002432824,0.00001296482,0.9990137,0.000005191052,0.00001781714,0.00002772875,0.0000103642,0.00002182428,0.00003505991,0.000006744772,0.00005078334,0.0007736216],"study_design_scores_gemma":[0.00000253766,0.0000343926,0.999507,0.000005474461,0.0000105295,0.0001946961,0.00001995172,0.00009119474,0.0000215326,0.00001993048,0.00009182299,0.000001076742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998599,0.000491155,0.00007067646,0.0001014891,0.000004398966,0.000004034471,0.0002089663,0.000005069562,0.0005151638],"genre_scores_gemma":[0.9996598,0.0001024547,0.00004218909,0.00001548072,0.0000128838,0.000002866757,0.0001125401,5.936114e-7,0.00005125378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00214739,"threshold_uncertainty_score":0.006619513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454918838760806,"score_gpt":0.2712089250855045,"score_spread":0.2566597366978964,"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."}}