{"id":"W4417433129","doi":"10.3390/medicina61122233","title":"Comparative Efficacy and Safety of Pharmacological Interventions for IgA Nephropathy: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"Medicina","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Qassim University","keywords":"Proteinuria; Adverse effect; Observational study; Renal function; Nephropathy; Randomized controlled trial; Psychological intervention; Clinical trial","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":[0.0004883023,0.0001186241,0.002368613,0.0001458513,0.0000507261,0.000005105951,0.0000422698,0.00002749407,0.0001148124],"category_scores_gemma":[0.0003933269,0.00006609091,0.0006390181,0.0003920998,0.0001557198,0.0000225948,0.00003583931,0.00006562914,7.936336e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001157761,"about_ca_system_score_gemma":0.00002511778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007374201,"about_ca_topic_score_gemma":0.00000319477,"domain_scores_codex":[0.9989105,0.000131531,0.0005587332,0.000180663,0.0001248205,0.00009373113],"domain_scores_gemma":[0.9990612,0.0004033989,0.0001620475,0.0001445453,0.0001376145,0.0000912057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0003656014,0.000447575,0.0002290072,0.7695778,0.2234791,0.00001489758,0.000483391,0.000002966008,0.0001476741,0.001419242,0.003732787,0.00009991015],"study_design_scores_gemma":[0.001121619,0.0003227572,0.00591328,0.009072483,0.9828327,0.000006424175,0.0002796889,0.0002088367,0.00004175965,0.00006784491,0.00007554075,0.00005702662],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01167545,0.9712008,0.00514672,0.006881759,0.00003061884,0.004322231,0.0001067835,0.00003140696,0.0006042572],"genre_scores_gemma":[0.9842641,0.0123329,0.000285592,0.002059753,0.00001052343,0.0002316465,0.00003228834,0.000003831668,0.0007793594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9725887,"threshold_uncertainty_score":0.2695109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09984072872280934,"score_gpt":0.4264257224126481,"score_spread":0.3265849936898388,"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."}}