{"id":"W4410742584","doi":"10.2196/60675","title":"Immunogenicity of COVID-19 Vaccination in Immunocompromised Patients (Auto-COVID-VACC): Protocol for Multicenter Prospective Noninterventional Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Immunogenicity; Reactogenicity; Immunology; Population; Immune system","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":[0.02515435,0.004260338,0.003891123,0.001656529,0.002654368,0.001570655,0.003039491,0.003946946,0.01577617],"category_scores_gemma":[0.01316219,0.001661795,0.001891885,0.002083762,0.00219995,0.001527846,0.00148782,0.003322741,0.005513976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00283902,"about_ca_system_score_gemma":0.008995859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029226,"about_ca_topic_score_gemma":0.001430383,"domain_scores_codex":[0.984727,0.01000313,0.001709957,0.001270055,0.001197569,0.001092132],"domain_scores_gemma":[0.9881182,0.001709644,0.002780824,0.002268683,0.00342978,0.001692789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7222351,0.1153551,0.02704597,0.01069883,0.0009953663,0.0008036919,0.001506231,0.005599328,0.0265383,0.003761158,0.02341778,0.06204314],"study_design_scores_gemma":[0.2958438,0.4986176,0.08787478,0.002343591,0.000696879,0.000454833,0.0007170713,0.003942886,0.01384326,0.001786902,0.09361951,0.0002590422],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02307981,0.0002870099,0.003592392,0.00009540561,0.0001260004,0.9686139,0.002065078,0.0001160384,0.002024334],"genre_scores_gemma":[0.01608289,0.0001538846,0.00451061,0.0001641913,0.00005459434,0.9775099,0.001055894,0.00001292845,0.0004550171],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02515435,"threshold_uncertainty_score":0.1330305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1969399601836185,"score_gpt":0.5895133211282656,"score_spread":0.3925733609446471,"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."}}