{"id":"W2340395564","doi":"10.1136/bcr-2015-211490","title":"Encapsulating peritoneal sclerosis: surgery, sustained drug therapy and treatment of recurrence at 1 year","year":2015,"lang":"en","type":"article","venue":"BMJ Case Reports","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fraser Health","funders":"","keywords":"Medicine; Multiple sclerosis; Drug; Pharmacotherapy; Surgery; Internal medicine; Intensive care medicine; Pharmacology; Immunology","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":[0.0003659662,0.0002865195,0.0005423467,0.0006586645,0.001028928,0.0005171786,0.000543451,0.002578833,0.0007629159],"category_scores_gemma":[0.002220032,0.0001538475,0.0007116368,0.0003635573,0.0004116373,0.0005469475,0.0004466254,0.001667535,0.0002882743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000595303,"about_ca_system_score_gemma":0.0004169483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008289302,"about_ca_topic_score_gemma":0.001983511,"domain_scores_codex":[0.9996938,0.00005021926,0.00003398912,0.00004068889,0.00006600605,0.0001154157],"domain_scores_gemma":[0.999209,0.000162841,0.0001658723,0.0000532579,0.00005032024,0.0003587554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002488614,0.0003424309,0.02728605,0.00006172672,0.00003070744,0.9561535,0.0004596205,0.0001760007,0.001047366,0.0003943003,0.0007487651,0.01305067],"study_design_scores_gemma":[0.00009890928,0.001330941,0.04511508,0.000101435,0.00004455606,0.9474244,0.0003256717,0.0005928216,0.000729112,0.0004141681,0.003788719,0.00003425386],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732159,0.01215634,0.001030514,0.00608411,0.0004632775,0.0001068901,0.0001125212,0.00006839328,0.006762108],"genre_scores_gemma":[0.9935042,0.002172846,0.0004023296,0.001842659,0.0005226781,0.00002589237,0.0001206195,0.000008617446,0.00140029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002578833,"threshold_uncertainty_score":0.004319251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0795120250451894,"score_gpt":0.3159400163380552,"score_spread":0.2364279912928658,"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."}}