{"id":"W4397045248","doi":"10.1681/asn.20233411s1133c","title":"International Variations in Serum PTH and Calcium Levels and Their Mortality Associations in Peritoneal Dialysis Patients: Results from PDOPPS","year":2023,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Peritoneal dialysis; Medicine; Internal medicine; Calcium; Parathyroid hormone; Dialysis; Urology; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009223059,0.0002936586,0.0003246168,0.001003448,0.0003845989,0.0005865059,0.000330974,0.0002555467,0.001175487],"category_scores_gemma":[0.002248316,0.0002041465,0.000661507,0.001563487,0.0002413377,0.0003656008,0.0009875693,0.0004337762,0.0001761939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003606915,"about_ca_system_score_gemma":0.000354927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052738,"about_ca_topic_score_gemma":0.008665718,"domain_scores_codex":[0.9995166,0.00009400465,0.00008557507,0.0001251059,0.0001137596,0.00006491558],"domain_scores_gemma":[0.9984226,0.0002366984,0.0007614705,0.0001322165,0.0002408635,0.0002060997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003915649,0.000005649274,0.9993889,0.00000475629,0.00004094495,0.00001725744,0.00004080026,0.00001690001,0.00003239404,0.000004782531,0.00005041472,0.0003580533],"study_design_scores_gemma":[0.000003978496,0.00002019372,0.9994527,0.000003543863,0.00003090268,0.0001091603,0.0001247976,0.00006834653,0.00002667957,0.00000831648,0.0001495977,0.00000182467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981378,0.0001478505,0.00007463367,0.00003458108,0.00000272804,0.0000072427,0.001242013,0.00000266085,0.000350481],"genre_scores_gemma":[0.9986715,0.00006901305,0.0000633715,0.00001633498,0.000005205075,0.00001058148,0.001070296,0.000002055507,0.00009159771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01052738,"threshold_uncertainty_score":0.0209322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03881750444808586,"score_gpt":0.3232017545762945,"score_spread":0.2843842501282087,"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."}}