{"id":"W4300293701","doi":"","title":"Peritoneal membrane characteristics in patients on peritoneal dialysis","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Peritoneal dialysis; Medicine; Membrane; Internal medicine; Chemistry; Biochemistry","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":[0.0002305201,0.000262715,0.0004022936,0.0007350435,0.0005110937,0.0006733647,0.0002042316,0.0004796034,0.001422641],"category_scores_gemma":[0.001729606,0.000167489,0.0003904486,0.0009867041,0.0002198553,0.0005237347,0.0003676526,0.0006634178,0.0002819593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766858,"about_ca_system_score_gemma":0.0002481759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001667327,"about_ca_topic_score_gemma":0.001373976,"domain_scores_codex":[0.9997954,0.00002711728,0.00003332325,0.00004278174,0.00005208546,0.00004933055],"domain_scores_gemma":[0.9990023,0.000157046,0.00045169,0.00003917756,0.0001128269,0.0002369793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009356763,0.00002185162,0.9985581,0.000006690419,0.000009245976,0.0003191916,0.00008216248,0.0000245361,0.0002364264,0.000009897911,0.00003613648,0.0006021762],"study_design_scores_gemma":[0.000006315195,0.0002350385,0.9968098,0.000007446897,0.00001393889,0.002134038,0.0003082071,0.0001073429,0.00007631304,0.00002276318,0.0002734916,0.000005153097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990989,0.0002219811,0.00003646218,0.00002778898,0.000006275985,0.000007139892,0.0001284755,0.000001540846,0.0004713894],"genre_scores_gemma":[0.999429,0.0001231021,0.00005267966,0.00002847193,0.00001171393,0.000008389426,0.0001957567,0.000001131185,0.0001497981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001667327,"threshold_uncertainty_score":0.004759192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1910123849969975,"score_gpt":0.4902576247958043,"score_spread":0.2992452397988068,"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."}}