{"id":"W4413418248","doi":"10.1001/jamanetworkopen.2025.28383","title":"A Network for Advancing Prevention and Treatment of Infections Among Immunocompromised Individuals","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Washington Research Foundation","keywords":"Population; Public health; Medicine; Clinical trial; Relevance (law); Business; Public relations; Family medicine; Environmental health; Political science; Nursing","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":[0.01868416,0.001030028,0.0008248122,0.002802384,0.001740041,0.004643267,0.002345163,0.003214061,0.08697734],"category_scores_gemma":[0.04799872,0.0004163453,0.001039927,0.001907798,0.001042007,0.003664541,0.008147974,0.005653552,0.0393799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002569422,"about_ca_system_score_gemma":0.03449401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006517214,"about_ca_topic_score_gemma":0.007782057,"domain_scores_codex":[0.984723,0.007447301,0.001083481,0.001040492,0.004565894,0.00113978],"domain_scores_gemma":[0.9305747,0.01169256,0.007138876,0.004506058,0.02390531,0.02218245],"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":[0.000260455,0.000276595,0.005901717,0.0009034945,0.00005759066,0.0001420371,0.0002055364,0.0002158213,0.000545199,0.006336946,0.6380375,0.347117],"study_design_scores_gemma":[0.0002921274,0.0002578374,0.01158756,0.002374529,0.00006498276,0.0002585917,0.0003121023,0.0005734296,0.0002267823,0.004236649,0.979779,0.00003636067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006506199,0.03502504,0.022394,0.3899876,0.02762748,0.007909447,0.01677448,0.003077368,0.4906985],"genre_scores_gemma":[0.09208966,0.09252909,0.1799309,0.1766915,0.0261728,0.02321771,0.04132626,0.00186687,0.3661753],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08697734,"threshold_uncertainty_score":0.2909682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254212943536332,"score_gpt":0.3444143998192782,"score_spread":0.3218722703839149,"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."}}