{"id":"W2090819629","doi":"10.1155/2010/591348","title":"Development of Th1 Imprints to rBCG Expressing a Foreign Protein: Implications for Vaccination against HIV-1 and Diverse Influenza Strains","year":2010,"lang":"en","type":"article","venue":"Journal of Biomedicine and Biotechnology","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Algorithm; Vaccination; Computer science; Biology; Machine learning; Virology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002540663,0.0002457019,0.0001520923,0.0001454014,0.000122962,0.0002224997,0.0001263666,0.0002896995,0.0005190169],"category_scores_gemma":[0.0001505595,0.00007878288,0.00009399089,0.00006841523,0.0003880419,0.0002046897,0.0001678975,0.0004530559,0.0001250994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809818,"about_ca_system_score_gemma":0.0001051282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001884169,"about_ca_topic_score_gemma":0.0002888424,"domain_scores_codex":[0.9999243,0.00002453291,0.000004356586,0.00001331851,0.00001235938,0.00002099552],"domain_scores_gemma":[0.99989,0.00003912034,0.0000279432,0.00001279275,0.000008503959,0.00002170519],"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":[0.0001400777,0.00002341684,0.0009582614,0.00003525117,0.000002024435,0.00006225487,0.00003094946,0.0001531632,0.9937388,0.0002110124,0.00001797078,0.004626914],"study_design_scores_gemma":[0.00003173656,0.001344936,0.01668014,0.00002002557,0.00002499663,0.0007924406,0.00009137093,0.001465028,0.9754347,0.0004769898,0.003630457,0.000007190904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930791,0.00278896,0.002532251,0.0002285558,0.00002030096,0.00003113133,0.00006341138,0.0000450929,0.001211227],"genre_scores_gemma":[0.9965039,0.0009001691,0.001730764,0.00007957339,0.000009495868,0.00001685691,0.00006586827,0.000006309983,0.0006869236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005190169,"threshold_uncertainty_score":0.001736224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161409710840867,"score_gpt":0.2944749254263311,"score_spread":0.2728608283179225,"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."}}