{"id":"W4327961157","doi":"10.1016/j.ekir.2023.02.393","title":"WCN23-0671 BASELINE CHARACTERISTICS OF PATIENTS ENROLLED IN THE DISCOVER CKD PROSPECTIVE STUDY","year":2023,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Baseline (sea); Internal medicine; Prospective cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003741752,0.00008606998,0.0001134568,0.0001382631,0.00001317183,0.00001776283,0.00011626,0.00003281064,0.0000739817],"category_scores_gemma":[0.0008050703,0.00006326607,0.00003324968,0.0002912769,0.00001496173,0.00007804799,0.00002584119,0.0001101427,0.00001207071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006235996,"about_ca_system_score_gemma":0.0000311763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002380858,"about_ca_topic_score_gemma":0.00000340263,"domain_scores_codex":[0.9990074,0.00001523141,0.0003690415,0.0001229296,0.0003787572,0.00010664],"domain_scores_gemma":[0.9996006,0.00005653652,0.00006148298,0.0001512114,0.00008054818,0.00004965245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002269776,0.0007828384,0.9629816,0.00009879383,0.0001360648,0.000116182,0.003532672,0.0007625218,0.0003016694,0.00009878953,0.02876058,0.002405626],"study_design_scores_gemma":[0.00027636,0.00002856128,0.9884951,0.00003371207,0.000008349466,0.000003408431,0.0001303778,0.0053029,0.00008378897,0.0001673511,0.005393281,0.00007679481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951974,0.000003870656,0.0002495514,0.00037535,0.00226511,0.0002897976,0.0000488326,0.00008154943,0.001488589],"genre_scores_gemma":[0.9990912,0.000009186001,0.00002715942,0.0000537093,0.0001536136,0.00007910503,0.0003004684,0.00001292849,0.0002726009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02551355,"threshold_uncertainty_score":0.2579915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006062892188784503,"score_gpt":0.2335862662951658,"score_spread":0.2275233741063813,"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."}}