{"id":"W4405945006","doi":"10.3390/vaccines13010019","title":"Immunobridging Trials: An Important Tool to Protect Vulnerable and Immunocompromised Patients Against Evolving Pathogens","year":2024,"lang":"en","type":"article","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Safeguarding; Intensive care medicine; Medicine; Context (archaeology); Coronavirus disease 2019 (COVID-19); Clinical trial; Infectious disease (medical specialty); Disease; Biology; Pathology","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":[0.002600289,0.0002619149,0.0005825136,0.0003850686,0.0002224076,0.0002896051,0.0001552278,0.0000958054,0.00003171823],"category_scores_gemma":[0.002001683,0.000196013,0.0001448222,0.0005218994,0.00001391172,0.0002739018,0.000132997,0.0003652295,0.00004270915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001114315,"about_ca_system_score_gemma":0.0002434423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000157241,"about_ca_topic_score_gemma":0.00001092156,"domain_scores_codex":[0.9976802,0.0002401028,0.0006869646,0.0005597772,0.0003631221,0.0004697673],"domain_scores_gemma":[0.9988781,0.0002747011,0.00007341828,0.0004807496,0.0002137165,0.00007936679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009185281,0.0001622912,0.04014116,0.000467762,0.000180559,0.0001804852,0.0007156662,0.000001203772,0.8054317,0.00002057716,0.0006386466,0.1511414],"study_design_scores_gemma":[0.01635577,0.003892508,0.195799,0.003352707,0.0005272313,0.0001603133,0.0008114295,0.03925334,0.5136296,0.0004826253,0.2238249,0.00191067],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992708,0.003799604,0.0001482185,0.0002552155,0.0003111345,0.002135335,0.0000232466,0.0002545323,0.0003647596],"genre_scores_gemma":[0.9944939,0.00003683605,0.000711722,0.003802911,0.0004217831,0.0003594478,0.00001711941,0.00007372381,0.00008255181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2918022,"threshold_uncertainty_score":0.7993179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04125525598092687,"score_gpt":0.348840272989713,"score_spread":0.3075850170087861,"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."}}