{"id":"W4283261225","doi":"10.1111/hdi.13027","title":"Intracranial and heart valve calcifications in hemodialysis patients—Interrelationship and clinical impact","year":2022,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Internal medicine; Cardiology; Calcification; Dialysis; Cohort; Odds ratio; Radiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005320878,0.0001738749,0.0002365225,0.0008693952,0.0003631318,0.0006324892,0.0002517293,0.0002999839,0.001370439],"category_scores_gemma":[0.002822517,0.0001343105,0.0002361613,0.0009341697,0.000337221,0.0003786872,0.000451416,0.0005564833,0.0001028717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002499712,"about_ca_system_score_gemma":0.0003479739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002021554,"about_ca_topic_score_gemma":0.002718245,"domain_scores_codex":[0.9996276,0.00008545147,0.0000546465,0.0000632857,0.0001115682,0.00005741089],"domain_scores_gemma":[0.9980584,0.0004400491,0.001028447,0.00006034151,0.0001695166,0.0002432111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002521399,0.000008544497,0.9992224,0.000003869693,0.0000113847,0.00006113741,0.00001895918,0.000008377619,0.00002165068,0.000006047445,0.00001785217,0.0005945546],"study_design_scores_gemma":[0.000002581508,0.00003285467,0.9989412,0.000006971959,0.00001782315,0.0006472051,0.0001299232,0.00009947372,0.00002432985,0.00003290939,0.00006230697,0.000002362621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998803,0.0005760645,0.00002843942,0.0000579342,0.000005254361,0.000003202206,0.0000837227,0.000001817782,0.0004404998],"genre_scores_gemma":[0.9996997,0.0001539313,0.00003103695,0.000008992766,0.00001764016,0.000001508623,0.00005943926,4.190278e-7,0.00002744597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002021554,"threshold_uncertainty_score":0.004584551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03030038256786485,"score_gpt":0.3580372605303359,"score_spread":0.327736877962471,"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."}}