{"id":"W4200457221","doi":"10.1089/act.2021.29358.jhw","title":"Stressors and Resilience: An Integrative Model for Understanding Chronic Kidney Disease","year":2021,"lang":"en","type":"article","venue":"Alternative and Complementary Therapies","topic":"Complementary and Alternative Medicine Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian College of Naturopathic Medicine","funders":"","keywords":"Kidney disease; Renal function; Medicine; Albuminuria; Dialysis; Disease; Internal medicine; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001228362,0.0002444286,0.0003321886,0.00008540401,0.0003767289,0.00003827957,0.00007598633,0.000007295256,0.0002620147],"category_scores_gemma":[0.00003870153,0.0001888097,0.00006010932,0.00007849,0.0003241362,0.0002286336,0.0001260285,0.0001126296,3.715049e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297303,"about_ca_system_score_gemma":0.0001228685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006978427,"about_ca_topic_score_gemma":0.0003619045,"domain_scores_codex":[0.9987344,0.00006987603,0.0002382695,0.0004738021,0.0002143598,0.0002692777],"domain_scores_gemma":[0.9991891,0.0001684746,0.00007549726,0.0001716075,0.0001060107,0.0002892808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.005358131,0.001648996,0.451344,0.001295678,0.007443273,0.0004707454,0.1154633,0.0002946336,0.01869611,0.2710426,0.004890849,0.1220517],"study_design_scores_gemma":[0.02786371,0.008571373,0.04129239,0.002485081,0.001473021,0.00008052578,0.2831833,0.2478214,0.01034091,0.3603969,0.01493257,0.001558799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503366,0.004534316,0.0382176,0.00515993,0.0001371712,0.0006595853,0.0006692118,0.00002564022,0.0002598997],"genre_scores_gemma":[0.9932594,0.002242097,0.001872852,0.001427588,0.0002812068,0.00006871151,0.0004162026,0.0000178886,0.0004140407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4100516,"threshold_uncertainty_score":0.7699438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08863780015448189,"score_gpt":0.3661283171556735,"score_spread":0.2774905170011915,"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."}}