{"id":"W2158633689","doi":"10.1177/089686080502500412","title":"Patient Characteristics Associated with Defects of the Peritoneal Cavity Boundary","year":2005,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Peritoneal dialysis; Surgery; Complication; Continuous ambulatory peritoneal dialysis; Ambulatory; Hernia","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":[0.000543147,0.0001960861,0.0003380429,0.0008031452,0.0003656259,0.0004816858,0.0002559403,0.000417945,0.002661754],"category_scores_gemma":[0.004930323,0.0001227806,0.0002471567,0.001104123,0.0004100349,0.0003134063,0.0003768247,0.0005542411,0.0001655358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002723397,"about_ca_system_score_gemma":0.000556685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278129,"about_ca_topic_score_gemma":0.001670371,"domain_scores_codex":[0.9994069,0.0001136206,0.0001105551,0.00009502959,0.0001668251,0.00010712],"domain_scores_gemma":[0.9926007,0.00202177,0.004100128,0.0002193223,0.0003591503,0.0006988351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000334012,0.000006756406,0.9990739,0.000007196672,0.00001107789,0.000191076,0.00001363653,0.00002142832,0.00006195863,0.000008794476,0.00004234001,0.0005283676],"study_design_scores_gemma":[0.000004764367,0.00007313442,0.994686,0.00001428721,0.00002062628,0.004636953,0.0001156026,0.0001346259,0.0000912218,0.00003674432,0.0001811256,0.000004876988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986891,0.0004138712,0.0001136135,0.00007831685,0.000006055157,0.000007414321,0.0002580881,0.000004534363,0.0004290041],"genre_scores_gemma":[0.999516,0.0001000169,0.0000932613,0.00002755348,0.00001321893,0.000005312589,0.0002172147,0.000001661334,0.00002577451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002661754,"threshold_uncertainty_score":0.008904517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007066278850477287,"score_gpt":0.235661475342344,"score_spread":0.2285951964918667,"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."}}