{"id":"W3006432424","doi":"10.1111/hdi.12825","title":"The predictive value of serum galectin 3 for abdominal aortic calcification in maintenance hemodialysis patients: A prospective cohort study","year":2020,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Family Planning Commission of the People's Republic of China; National Natural Science Foundation of China","keywords":"Medicine; Hemodialysis; Prospective cohort study; Predictive value; Internal medicine; Cohort; Calcification; Intensive care medicine; Cardiology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005125604,0.0001785066,0.0003989347,0.0001171035,0.0001623873,0.00001841433,0.0004111555,0.0001207943,0.000127087],"category_scores_gemma":[0.0008183292,0.0001376617,0.0001899065,0.0003484573,0.0001887632,0.00007784355,0.00008567902,0.0002168948,0.00001984375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002301369,"about_ca_system_score_gemma":0.00009175533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001371972,"about_ca_topic_score_gemma":0.0002162494,"domain_scores_codex":[0.9982091,0.0002512436,0.0006252466,0.0005157824,0.0001175707,0.0002810427],"domain_scores_gemma":[0.9985042,0.0003398181,0.0003718036,0.0002204243,0.0005388898,0.0000249259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001583976,0.0005202862,0.9852695,0.000006737302,0.0009443248,4.840921e-7,0.001552435,0.0001904261,0.002958936,0.0004714547,0.0005060749,0.005995343],"study_design_scores_gemma":[0.003611086,0.0006437274,0.9843723,0.0000100271,0.0001885018,0.000001502343,0.001001368,0.002237087,0.006509553,0.0003443836,0.0009334557,0.0001470537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923573,0.00009880911,0.003518962,0.0008761169,0.0006181872,0.00156064,0.0002092905,0.00002558602,0.0007351597],"genre_scores_gemma":[0.9985362,0.00003377741,0.00008638277,0.0001336464,0.00008790585,0.0007569204,0.0001200728,0.00001456693,0.000230505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006178973,"threshold_uncertainty_score":0.5613682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008576024885203168,"score_gpt":0.2511664342346826,"score_spread":0.2425904093494794,"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."}}