{"id":"W3200312589","doi":"10.4236/health.2021.139077","title":"The Perspective of Acquired Immunity to Combat against Infectious Diseases: An Overview","year":2021,"lang":"en","type":"article","venue":"Health","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Dhaka","keywords":"Perspective (graphical); Immunity; Immunology; Medicine; Intensive care medicine; Virology; Computer science; Immune system; Artificial intelligence","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":[0.0002176386,0.00009197716,0.000201686,0.00004186489,0.0005019986,0.0000152397,0.0001015933,0.00005984405,0.000355365],"category_scores_gemma":[0.0001621917,0.0000716594,0.00008027323,0.0001858115,0.00007224693,0.0000825258,0.00006313022,0.0001193112,0.0001888985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000191118,"about_ca_system_score_gemma":0.0002818704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008325105,"about_ca_topic_score_gemma":0.000388196,"domain_scores_codex":[0.9986607,0.0006805387,0.0002506927,0.0001636739,0.00002871544,0.0002157109],"domain_scores_gemma":[0.9990903,0.0001226099,0.0001231444,0.000394985,0.0002297419,0.00003920677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002192502,0.004880307,0.008780118,0.0004483373,0.001245198,0.00001290773,0.02706957,0.0001204231,0.4583676,0.138068,0.1834226,0.1753924],"study_design_scores_gemma":[0.002703083,0.002200085,0.1117647,0.000237321,0.00005428468,0.0001070772,0.03469989,0.00002052998,0.03050928,0.001129839,0.8161714,0.0004025365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8509796,0.1161543,0.0002976921,0.009168766,0.01095117,0.0008534541,0.00005093084,0.0002268096,0.01131732],"genre_scores_gemma":[0.9886541,0.004263061,0.000006415006,0.003794018,0.00002632744,0.00001641055,0.0001370559,0.00001108667,0.003091498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6327488,"threshold_uncertainty_score":0.3890998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806888015185524,"score_gpt":0.3260988396667628,"score_spread":0.2980299595149076,"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."}}