{"id":"W4392963497","doi":"10.1177/08968608241235516","title":"International variations in serum PTH and calcium levels and their mortality associations in peritoneal dialysis patients: Results from PDOPPS","year":2024,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Peritoneal dialysis; Parathyroid hormone; Internal medicine; Kidney disease; Dialysis; Prospective cohort study; Gastroenterology; Proportional hazards model; Calcium; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003021834,0.0002615,0.0004343003,0.0005753321,0.00008650969,0.0002186824,0.0001450032,0.000153083,0.0001372832],"category_scores_gemma":[0.0004711192,0.0002360169,0.0001513386,0.0004178104,0.00008853429,0.000409493,0.0001368428,0.0002736839,0.00001714118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004531759,"about_ca_system_score_gemma":0.0001112608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004790026,"about_ca_topic_score_gemma":0.003080499,"domain_scores_codex":[0.9977958,0.00009975922,0.0007151457,0.0006690111,0.0004737177,0.0002465513],"domain_scores_gemma":[0.9990678,0.0003125534,0.0001214143,0.0002032978,0.0001658332,0.0001290645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001317001,0.0008350564,0.9868731,0.000005622914,0.001161199,0.00004644447,0.004875055,0.00005549357,0.0004759955,0.0005832408,0.0003493586,0.004607749],"study_design_scores_gemma":[0.003346043,0.00003935001,0.9660212,0.00004107038,0.0001602526,0.000003072763,0.0002750637,0.02746938,0.0001027064,0.000807834,0.001540202,0.0001937954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841993,0.0005739355,0.0002217834,0.003776989,0.0007837602,0.0002671906,0.006124012,0.00004865216,0.004004377],"genre_scores_gemma":[0.9949669,0.0002800928,0.0003537259,0.0001654968,0.0003336992,0.00008921202,0.003484707,0.00002317691,0.0003029797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02741389,"threshold_uncertainty_score":0.962449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03531522887595652,"score_gpt":0.3274625955297232,"score_spread":0.2921473666537667,"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."}}