{"id":"W2529279664","doi":"10.1111/hdi.12493","title":"Coronary artery calcification in Korean patients with incident dialysis","year":2016,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sanofi","keywords":"Medicine; Hemodialysis; Dialysis; Cardiology; Calcification; Internal medicine; Artery; Coronary artery disease","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":[0.000335839,0.0002598299,0.0003322037,0.0006870911,0.0004357797,0.0006042203,0.0002444141,0.0003296121,0.001249144],"category_scores_gemma":[0.0008924527,0.0003076721,0.0003000571,0.00115329,0.0002023765,0.0004369373,0.0003587123,0.0004496066,0.0001666243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021899,"about_ca_system_score_gemma":0.0003331231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003636823,"about_ca_topic_score_gemma":0.004097417,"domain_scores_codex":[0.9997877,0.00003101255,0.00003812561,0.00005596519,0.00004735786,0.0000398905],"domain_scores_gemma":[0.9994189,0.00004540449,0.0003180201,0.00003115892,0.00007604859,0.0001106056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002201358,0.00001390523,0.9991089,0.000009507008,0.0000131683,0.0001216527,0.00004638826,0.000004709269,0.000095789,0.00000450855,0.00002858154,0.0005308843],"study_design_scores_gemma":[0.000006061374,0.00003501752,0.9986702,0.000009266498,0.00002237764,0.0008356891,0.000209202,0.00003717942,0.00003254382,0.00001027406,0.0001293581,0.000002873667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989672,0.0004649138,0.00003151235,0.00005162289,0.000006266952,0.000009090238,0.0001509958,0.000001923667,0.0003163552],"genre_scores_gemma":[0.9992218,0.0003652865,0.0000659032,0.00004853663,0.00001222037,0.00000758198,0.0001932678,6.634038e-7,0.00008467919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003636823,"threshold_uncertainty_score":0.007231355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128812312480404,"score_gpt":0.2539741615696294,"score_spread":0.2426860384448253,"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."}}