{"id":"W6889154324","doi":"10.25384/sage.c.7062278","title":"Assessing Discharge Communication and Follow-up of Acute Kidney Injury in British Columbia: A Retrospective Chart Review","year":2024,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acute kidney injury; Kidney disease; Retrospective cohort study; Documentation; Chart; Hospital discharge; MEDLINE","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":[0.002102826,0.0003101297,0.0006267739,0.005096127,0.00204347,0.001703735,0.001593223,0.0005032195,0.001216522],"category_scores_gemma":[0.0118721,0.0005899635,0.0002708319,0.01055324,0.0007151258,0.0004777785,0.001567316,0.0005902338,0.000243531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01792009,"about_ca_system_score_gemma":0.02763542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.912678,"about_ca_topic_score_gemma":0.9384972,"domain_scores_codex":[0.9961408,0.000510317,0.0007962747,0.000406181,0.001637459,0.0005089463],"domain_scores_gemma":[0.9764531,0.002356784,0.007269355,0.0008378471,0.01138298,0.001699979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005953064,0.00004015427,0.9905236,0.000226585,0.00004082295,0.0003418305,0.00133422,0.00004472967,0.0001443012,0.00002540713,0.001537765,0.00568112],"study_design_scores_gemma":[0.000006779865,0.00002387414,0.9967883,0.0001833001,0.00002308847,0.0001631271,0.00142979,0.000123005,0.00006132699,0.000005751341,0.001181766,0.0000100109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840917,0.002935304,0.0002133198,0.0003048895,0.00002023764,0.0005214047,0.0093236,0.00003129789,0.002558205],"genre_scores_gemma":[0.9905533,0.002342466,0.0005972725,0.0002927423,0.00001364198,0.000294872,0.00517242,0.00001009171,0.0007232249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.087322,"threshold_uncertainty_score":0.1756725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04381110883986494,"score_gpt":0.3640397804147751,"score_spread":0.3202286715749101,"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."}}