{"id":"W4396994565","doi":"10.1681/asn.20213210s1123c","title":"Association of an AKI Follow-Up Clinic with Patient Outcomes and Care Processes: A Propensity-Matched Cohort Study","year":2021,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Toronto; Western University; Sunnybrook Health Science Centre; Health Sciences Centre; Queen's University","funders":"","keywords":"Propensity score matching; Medicine; Cohort; Cohort study; Intensive care medicine; Association (psychology); Internal medicine; Emergency medicine; Psychology","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":[0.002364419,0.0004236157,0.0005740024,0.0009859717,0.001000103,0.001145928,0.0007335382,0.0007518374,0.001751033],"category_scores_gemma":[0.005409198,0.0006079635,0.001251249,0.001727495,0.0004418094,0.0008660796,0.0007479,0.0009416555,0.0002992783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000572962,"about_ca_system_score_gemma":0.0006660603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005180204,"about_ca_topic_score_gemma":0.005501294,"domain_scores_codex":[0.9979533,0.0005818719,0.0002646372,0.0005819083,0.0003094652,0.0003089138],"domain_scores_gemma":[0.9955308,0.0006939578,0.002040468,0.0007704101,0.0003645659,0.0005997351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000475865,0.000130444,0.9982578,0.000008069928,0.0002653784,0.00004672434,0.00006191067,0.00004070499,0.0001092831,0.00003033402,0.0001075018,0.0004660061],"study_design_scores_gemma":[0.0001208459,0.0004461638,0.997611,0.000008574797,0.0002310199,0.0002056592,0.0001703383,0.0007707039,0.00007869491,0.00007544882,0.000268444,0.00001314067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990712,0.0001060304,0.0002456193,0.00003011171,0.000009909961,0.00004553055,0.0003154473,0.000003278077,0.0001727864],"genre_scores_gemma":[0.9993526,0.00003967371,0.0001401109,0.00003716653,0.00001293991,0.00003112941,0.0003150913,0.000002557732,0.00006859677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005180204,"threshold_uncertainty_score":0.01250434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436879327602151,"score_gpt":0.2860252160517581,"score_spread":0.2716564227757365,"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."}}