{"id":"W2336096406","doi":"10.1177/089686080802800408","title":"Hernias in Peritoneal Dialysis Patients: Limiting Occurrence and Recurrence","year":2008,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Hernia repair and management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"","keywords":"Peritoneal dialysis; Medicine; Limiting; Surgery; Intensive care 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":[0.0008592375,0.0001574101,0.0003788087,0.00060508,0.0003438309,0.0006352509,0.0002824358,0.0004695542,0.001387689],"category_scores_gemma":[0.007805358,0.0000925303,0.0002734577,0.0004551597,0.0002083043,0.0009431469,0.0005662841,0.0004019921,0.0001584654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002411583,"about_ca_system_score_gemma":0.000624016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000681946,"about_ca_topic_score_gemma":0.001235335,"domain_scores_codex":[0.9995596,0.0001673824,0.00007770409,0.00002502225,0.00007733106,0.00009296717],"domain_scores_gemma":[0.9974092,0.0007939993,0.001002012,0.00006371399,0.0001582855,0.0005728432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003750359,0.0002772574,0.9671281,0.00009146319,0.00002916728,0.0004004373,0.0001723066,0.00009927526,0.0003531965,0.00009996404,0.0002519979,0.0307218],"study_design_scores_gemma":[0.00006043231,0.00177288,0.9907918,0.0001002327,0.00007522794,0.004081239,0.0009722012,0.0005072446,0.0004288115,0.0002009778,0.0009982774,0.00001069443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938003,0.003201032,0.0002792162,0.0006140305,0.00002596575,0.00002811554,0.00004012563,0.00000983243,0.002001274],"genre_scores_gemma":[0.9986853,0.0007041607,0.0003204741,0.0000571264,0.00006192349,0.00001293053,0.00003338181,0.000001623983,0.0001231074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001387689,"threshold_uncertainty_score":0.004642248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196959633445946,"score_gpt":0.2764996582137516,"score_spread":0.2545300618792922,"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."}}