{"id":"W6986460859","doi":"","title":"Pets are ârisky businessâ for patients undergoing continuous ambulatory peritoneal dialysis","year":2013,"lang":"en","type":"article","venue":"PubMed Central","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continuous ambulatory peritoneal dialysis; Pasteurella multocida; Ambulatory; Peritoneal dialysis; Hygiene; Dialysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000708994,0.000134421,0.0001326818,0.00003568859,0.00009962091,0.00005894083,0.0001380332,0.0001121847,0.00003452826],"category_scores_gemma":[0.0001546129,0.0001264532,0.0001055841,0.00006798901,0.00003804842,0.000009626314,0.00004455285,0.00004468417,0.000008641617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005367034,"about_ca_system_score_gemma":0.00007173496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001548362,"about_ca_topic_score_gemma":0.00002532195,"domain_scores_codex":[0.9987041,0.00003105783,0.0001803977,0.000326351,0.0001256353,0.0006324651],"domain_scores_gemma":[0.9992594,0.000009844612,0.0001305122,0.0002428751,0.0001406536,0.0002167005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000165813,0.0004124337,0.813794,0.0000919413,0.0001375211,6.069226e-7,0.0001451971,0.0001026058,0.07582029,0.000057449,0.05757378,0.05169839],"study_design_scores_gemma":[0.001100944,0.00004720379,0.9384202,0.000008379721,0.00002602761,6.150967e-7,0.0001374156,0.00006759707,0.01997624,0.00003586274,0.03997863,0.0002008924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966506,0.0002249343,0.001171815,0.0002889507,0.000746715,0.0006098625,0.00002107186,0.00001914068,0.0002669262],"genre_scores_gemma":[0.9971023,0.00008294937,0.0002215597,0.0002562004,0.0005816876,0.0006782559,0.000241536,0.00002378053,0.0008117854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1246262,"threshold_uncertainty_score":0.5156612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008286302421831742,"score_gpt":0.2063983441886043,"score_spread":0.1981120417667726,"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."}}