{"id":"W4403834401","doi":"10.1681/asn.20240ccjk4an","title":"Timeliness of Documentation and Costs of Care in Adults Newly Diagnosed with CKD","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Documentation; Medicine; Intensive care medicine; Family medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001344174,0.0001851503,0.0002615915,0.001444331,0.0003188751,0.000732026,0.0004683131,0.0003823304,0.001309088],"category_scores_gemma":[0.0131989,0.0002312411,0.0006262825,0.001871665,0.0001893744,0.0007818365,0.0007025429,0.0005539363,0.00008705207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001431007,"about_ca_system_score_gemma":0.0008907919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02134181,"about_ca_topic_score_gemma":0.0253593,"domain_scores_codex":[0.9981698,0.0005484967,0.0004469272,0.0002278114,0.0004225271,0.0001844366],"domain_scores_gemma":[0.9866567,0.001701355,0.0101318,0.0002693047,0.0007631176,0.0004778472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006361494,0.00002285057,0.9982681,0.00001766163,0.00004104873,0.00002241518,0.00003231418,0.00009047338,0.000009881335,0.00001832722,0.0001155186,0.001297621],"study_design_scores_gemma":[0.00000472886,0.00003824028,0.9991966,0.0000208451,0.00002005998,0.0001273637,0.00008842433,0.0003495978,0.00001714869,0.00001841956,0.0001156723,0.000002976612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969791,0.0006680097,0.00006024901,0.0002013346,0.00000979899,0.00001372435,0.001592259,0.000003289906,0.0004722902],"genre_scores_gemma":[0.9987633,0.0001919725,0.0001161322,0.00002363883,0.00001333785,0.000009758943,0.0008199872,0.000001029745,0.0000608741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02134181,"threshold_uncertainty_score":0.04243517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00806833773976287,"score_gpt":0.2986320391197975,"score_spread":0.2905637013800346,"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."}}