{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00386581,0.0005740692,0.002590001,0.001763483,0.0003728664,0.001038278,0.000683124,0.0009215833,0.005022441],"category_scores_gemma":[0.009671778,0.0004417862,0.004134367,0.004825733,0.0002271685,0.0006378736,0.0004625045,0.0008697626,0.0004766661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006090159,"about_ca_system_score_gemma":0.001245883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009646837,"about_ca_topic_score_gemma":0.01162436,"domain_scores_codex":[0.9966899,0.001095025,0.000915219,0.0005589849,0.0005711585,0.0001697206],"domain_scores_gemma":[0.9961682,0.001634376,0.001396704,0.000230125,0.000451462,0.0001191698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01936202,0.0001964755,0.6471481,0.1099931,0.1461835,0.0004185306,0.0004141752,0.0008022882,0.000923303,0.0007058728,0.02080186,0.05305081],"study_design_scores_gemma":[0.004635276,0.0009355504,0.8254351,0.01586773,0.1295103,0.0005257981,0.0002233721,0.0006049015,0.0003613537,0.0009591156,0.02082419,0.000117305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2288881,0.6758368,0.002468775,0.001766875,0.0007864967,0.0009357278,0.08275547,0.00009102958,0.006470709],"genre_scores_gemma":[0.8763944,0.08653139,0.002162551,0.001472092,0.0004862689,0.002829132,0.02823473,0.00004063445,0.001848928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009646837,"threshold_uncertainty_score":0.02044457,"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."}}