{"id":"W4252203224","doi":"10.3410/f.1027430.343477","title":"Faculty Opinions recommendation of Killed but metabolically active microbes: a new vaccine paradigm for eliciting effector T-cell responses and protective immunity.","year":2005,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Effector; Immunity; Cell mediated immunity; Biology; Immunology; Microbiology; Immune system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007518093,0.0004723979,0.000780996,0.0001782928,0.0002559853,0.00007011633,0.000882771,0.0006301813,0.00004739877],"category_scores_gemma":[0.003147218,0.0003252516,0.0004770087,0.0005943198,0.0001544297,0.00003619302,0.0002729775,0.0005685871,0.000005111465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003727965,"about_ca_system_score_gemma":0.0005705246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009662126,"about_ca_topic_score_gemma":0.00002543362,"domain_scores_codex":[0.9972154,0.0003846884,0.001035071,0.0006634848,0.0003921392,0.0003092552],"domain_scores_gemma":[0.9957287,0.000194769,0.001074787,0.0009531377,0.001807216,0.0002413902],"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":[0.0001869085,0.000309051,9.166737e-7,0.002222475,0.0002330793,3.782114e-8,0.00005982325,1.318967e-7,0.003516835,0.0000500416,0.989589,0.003831733],"study_design_scores_gemma":[0.001592283,0.0002606289,0.0007941518,0.002038139,0.0002937342,0.00002789195,0.00002364581,0.000002564122,0.003923228,0.0000213532,0.9907012,0.0003211884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004179356,0.002231661,0.0005867266,0.06555816,0.0001451306,0.003094669,0.9283168,0.00001527751,0.000009729982],"genre_scores_gemma":[0.00007461284,0.0008517451,0.002000692,0.001782598,0.0003800918,0.0007638892,0.9934435,0.0000300599,0.0006727329],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06512672,"threshold_uncertainty_score":0.99992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893623076437692,"score_gpt":0.3306666093060308,"score_spread":0.3117303785416539,"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."}}