{"id":"W4414306402","doi":"10.1080/1120009x.2025.2561969","title":"Characterizing pulmonary adverse events associated with the immune checkpoint inhibitor avelumab: a FAERS-based pharmacovigilance study from 2013 to 2024","year":2025,"lang":"en","type":"article","venue":"Journal of Chemotherapy","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Pneumonitis; Adverse effect; Pneumonia; Pharmacovigilance; Respiratory distress; Respiratory failure; Pulmonary edema; Lung cancer; Pulmonary toxicity","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":[0.005432189,0.0002366463,0.0004292786,0.001037267,0.0002690594,0.0009048287,0.0003394074,0.000438745,0.001413353],"category_scores_gemma":[0.01058843,0.0001826693,0.001435655,0.001344047,0.0002226988,0.0006547053,0.0006879485,0.0005760394,0.0001855514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001082818,"about_ca_system_score_gemma":0.001017491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005580343,"about_ca_topic_score_gemma":0.007217376,"domain_scores_codex":[0.9965162,0.001230525,0.0006481291,0.0006090691,0.0007284061,0.0002676318],"domain_scores_gemma":[0.9887411,0.002704518,0.006127198,0.0008756431,0.001154153,0.0003973576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002837105,0.00006983883,0.9830988,0.0001089108,0.0008882949,0.000154763,0.00007923245,0.000527285,0.0006529628,0.00008725292,0.000867668,0.0106278],"study_design_scores_gemma":[0.0001155739,0.0005795957,0.9936499,0.00006539186,0.0006606392,0.0005792573,0.00007391505,0.001330795,0.0007634574,0.0001092357,0.002056732,0.00001555372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987917,0.002305953,0.001192481,0.0003414286,0.00001919714,0.0001006765,0.006536464,0.00004317387,0.001543609],"genre_scores_gemma":[0.994655,0.000257969,0.0004881139,0.0002524326,0.00002881907,0.00005712323,0.003999648,0.000009837227,0.0002511601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005580343,"threshold_uncertainty_score":0.02872849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01128300864493324,"score_gpt":0.2871736361749156,"score_spread":0.2758906275299824,"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."}}