{"id":"W4414186363","doi":"10.2196/68785","title":"Differentiating the COVID-19 Infection and Vaccine Experiences of Patients With Systemic, Single Organ, and Overlap Immune-Mediated Inflammatory Disease: Protocol for a Secondary Analysis for Enhancing COVID-19 Vaccine Pharmacovigilance","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pharmacovigilance; Protocol (science); Vaccine safety; Clinical trial; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.06798463,0.002063619,0.002546453,0.003241385,0.003454581,0.002672225,0.002472668,0.003148511,0.04750013],"category_scores_gemma":[0.07048274,0.00187183,0.004388935,0.003176481,0.001930314,0.003448543,0.003447719,0.005108327,0.01299567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007347621,"about_ca_system_score_gemma":0.03049326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004019488,"about_ca_topic_score_gemma":0.005488465,"domain_scores_codex":[0.9617586,0.0240998,0.007924136,0.001981412,0.002244598,0.001991469],"domain_scores_gemma":[0.9355017,0.01908362,0.008338146,0.009555889,0.02414997,0.00337063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1213261,0.0246589,0.04967774,0.04722195,0.001999519,0.002258923,0.02350672,0.009091725,0.008072059,0.03927637,0.3523005,0.3206095],"study_design_scores_gemma":[0.1026868,0.03178104,0.1338187,0.028711,0.001255087,0.0008702921,0.01608238,0.009680016,0.01073807,0.02451469,0.6387712,0.001090845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002715799,0.00005341221,0.002630736,0.0003480327,0.00008992461,0.9878916,0.004518426,0.00006188519,0.001690117],"genre_scores_gemma":[0.001185715,0.00002663817,0.002255349,0.0001077461,0.00001083635,0.9957895,0.0004521045,0.0000038468,0.0001683176],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06798463,"threshold_uncertainty_score":0.3595414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07809863423315583,"score_gpt":0.4824167187017639,"score_spread":0.4043180844686081,"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."}}