{"id":"W2033860128","doi":"10.3747/pdi.2009.00107","title":"Glucoregulatory Hormones and Choice of Osmotic Agent in Peritoneal Dialysis","year":2009,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Endocrinology; Internal medicine; Glucagon; Hormone; Insulin; Epinephrine; Peritoneal dialysis; Peptide hormone; Chemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002868079,0.000240358,0.0006286629,0.0006808841,0.00005205219,0.00005633172,0.0002056592,0.00009133705,0.0002972197],"category_scores_gemma":[0.0001832932,0.0002119952,0.0003738751,0.0004362577,0.0001457181,0.0001491305,0.00009766116,0.0001426083,0.00001413911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001441925,"about_ca_system_score_gemma":0.00005026342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002778507,"about_ca_topic_score_gemma":0.00008479245,"domain_scores_codex":[0.9977693,0.00006959965,0.0006649242,0.00046636,0.0007681177,0.0002616796],"domain_scores_gemma":[0.9991076,0.00006900037,0.0001804581,0.0003137835,0.0001259562,0.0002031957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00161471,0.006228362,0.562692,0.0003225358,0.003671136,0.0004190415,0.003840579,0.001110748,0.08651491,0.00622602,0.002249762,0.3251101],"study_design_scores_gemma":[0.001574463,0.0001641453,0.9860909,0.00009121629,0.0006170951,0.000007076991,0.0001581201,0.006280738,0.001226775,0.0002985419,0.003266825,0.0002241099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895908,0.0008380081,0.0001403736,0.002468491,0.000267439,0.0002405474,0.00002212407,0.00003203097,0.006400201],"genre_scores_gemma":[0.9973646,0.0004045354,0.0005857547,0.0004564892,0.0004328569,0.00002604241,0.0001471544,0.00001633665,0.0005662235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4233989,"threshold_uncertainty_score":0.8644913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01453231121950065,"score_gpt":0.284719148971837,"score_spread":0.2701868377523364,"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."}}