{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001015798,0.0008131361,0.001034157,0.002904225,0.0006062961,0.002150622,0.0007988986,0.002313667,0.00263854],"category_scores_gemma":[0.0006804356,0.0002342805,0.0006040536,0.001458707,0.002007894,0.002771752,0.001120503,0.003853357,0.0007769002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145728,"about_ca_system_score_gemma":0.001519563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089334,"about_ca_topic_score_gemma":0.001138887,"domain_scores_codex":[0.9995319,0.0001935288,0.00003339771,0.00008274501,0.00009753909,0.0000609411],"domain_scores_gemma":[0.9993206,0.0003686885,0.00006254279,0.00002460068,0.0001331233,0.00009044878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002866115,0.0004559815,0.002556071,0.01726873,0.0002465502,0.0009369594,0.001115962,0.001332283,0.008483148,0.164351,0.03996727,0.7629994],"study_design_scores_gemma":[0.00001554609,0.000649918,0.003894242,0.004258825,0.0001128513,0.002308585,0.0007456466,0.0007075276,0.001071882,0.0545776,0.9316065,0.0000507671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006327601,0.9874359,0.00145667,0.00541814,0.001058234,0.000007298104,0.00001660147,0.00001086355,0.003963476],"genre_scores_gemma":[0.008660151,0.9830909,0.001500304,0.00246041,0.002745003,0.00002078584,0.00002531126,0.000004463717,0.001492686],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002904225,"threshold_uncertainty_score":0.01057333,"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."}}