{"id":"W2083748750","doi":"10.3747/pdi.2014.00049","title":"Genetic Polymorphisms and Peritoneal Membrane Function","year":2014,"lang":"en","type":"review","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Medical Research Council","keywords":"Peritoneal dialysis; Medicine; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000282885,0.0005881473,0.002085912,0.0007619493,0.0001273772,0.0002071675,0.0002936957,0.0003020026,0.001414477],"category_scores_gemma":[0.0001014885,0.0004620835,0.001319228,0.0003255524,0.0001680783,0.00008206596,0.0002461543,0.0003380108,0.0003163209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001955136,"about_ca_system_score_gemma":0.0001415032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008218438,"about_ca_topic_score_gemma":0.00001232904,"domain_scores_codex":[0.9967368,0.0001646927,0.0009713465,0.0008786285,0.0009114266,0.0003370901],"domain_scores_gemma":[0.9985296,0.00009504335,0.0003958941,0.0005052324,0.0001155147,0.000358674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007043541,0.0002439748,0.00008529901,0.003555838,0.003173345,0.00007231546,0.00003907132,0.000002883647,0.00001192339,0.0005056889,0.00127825,0.990961],"study_design_scores_gemma":[0.0005321366,0.0001086474,0.001042537,0.002025937,0.009584062,0.0001080847,0.00001033695,0.0004213835,0.000001399682,0.00003163979,0.9857096,0.0004242392],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002426118,0.9868315,0.0005237377,0.0003402805,0.001633576,0.0006456702,0.00008742314,0.00009597425,0.009599258],"genre_scores_gemma":[0.001744151,0.9889076,0.0004979547,0.0003568446,0.003200795,0.0002477678,0.001253317,0.00009310352,0.003698403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9905367,"threshold_uncertainty_score":0.9997831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044757375385865,"score_gpt":0.30242364647097,"score_spread":0.2819760727171113,"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."}}