{"id":"W7096046624","doi":"","title":"PERITONEAL DIALYSIS PATIENTS","year":2016,"lang":"en","type":"article","venue":"","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peritoneal dialysis; Randomized controlled trial; Dialysis; Peritonitis; Life expectancy; Clinical trial","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":[],"consensus_categories":[],"category_scores_codex":[0.0004071405,0.000280567,0.0007743125,0.000185444,0.000928829,0.0004268354,0.000237871,0.0003527147,0.02034538],"category_scores_gemma":[0.001078117,0.0001286531,0.0004495686,0.0003620386,0.0001897009,0.0002413718,0.0003008099,0.0003718141,0.00145636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004195231,"about_ca_system_score_gemma":0.001743947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002066141,"about_ca_topic_score_gemma":0.003688482,"domain_scores_codex":[0.9997112,0.0000542204,0.00003618518,0.00005542315,0.00006353859,0.00007935177],"domain_scores_gemma":[0.9996035,0.00006949279,0.00008037862,0.00002655327,0.00004956032,0.000170542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06653068,0.01328959,0.4743782,0.00440374,0.001328289,0.004360268,0.0006625648,0.001043226,0.007765831,0.004165417,0.07391789,0.3481543],"study_design_scores_gemma":[0.06584168,0.03925036,0.639005,0.00145578,0.0013369,0.01328588,0.0008368198,0.002079117,0.002860386,0.004033102,0.2299019,0.0001131013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375024,0.01212554,0.001607807,0.001534673,0.0007731772,0.004138081,0.005923038,0.0001338703,0.03626141],"genre_scores_gemma":[0.9637383,0.004261476,0.002643374,0.006326232,0.0005182035,0.003363449,0.004400164,0.00001286392,0.0147359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02034538,"threshold_uncertainty_score":0.06806213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007793369259592049,"score_gpt":0.2338720472185479,"score_spread":0.2260786779589559,"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."}}