{"id":"W4403812377","doi":"10.1681/asn.2024phn8v8ec","title":"Primary Care Perspectives (PCPs) on Monitoring and Follow-Up after Hospitalization with AKI","year":2024,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Queen's University; University of Calgary","funders":"","keywords":"Primary care; Medicine; Intensive care medicine; Emergency medicine; Acute kidney injury; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007564485,0.00008496262,0.0002619597,0.00003704354,0.00003529196,0.000009996464,0.00005078077,0.00002933076,0.000006628157],"category_scores_gemma":[0.00001119257,0.00004763976,0.0001950414,0.0001896021,0.0003179218,0.00005870967,0.00001912819,0.0002246334,7.331756e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033478,"about_ca_system_score_gemma":0.00009575778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001050048,"about_ca_topic_score_gemma":4.46724e-7,"domain_scores_codex":[0.9994145,0.00003553757,0.0001508354,0.0001040681,0.0002020365,0.0000930405],"domain_scores_gemma":[0.9994522,0.00005362261,0.0001954278,0.000101037,0.0001536516,0.0000440827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01129153,0.0003257744,0.449119,0.00123247,0.003126734,0.0001782254,0.04850801,0.0002184332,0.4122748,0.0001842731,0.03533175,0.03820895],"study_design_scores_gemma":[0.001162761,0.003366312,0.9641508,0.000644883,0.0002884523,0.000384038,0.01629506,0.00005661576,0.003671548,0.00002986283,0.009855142,0.0000944817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912146,0.003747046,0.0002091469,0.004410008,0.0001835328,0.00007167108,0.000001985691,0.000009610493,0.0001524139],"genre_scores_gemma":[0.995386,0.000952719,0.001070132,0.002023456,0.0003765158,0.000002062339,4.744873e-7,0.00001238681,0.0001762458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5150319,"threshold_uncertainty_score":0.1942693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0064009706009372,"score_gpt":0.2505797214345842,"score_spread":0.244178750833647,"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."}}