{"id":"W1983674180","doi":"10.1186/1471-2334-13-428","title":"Population-level effects of clinical immunity to malaria","year":2013,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Malaria; Immunity; Bistability; Population; Transmission (telecommunications); Immunology; Immune system; Disease; Biology; Medicine; Environmental health; Computer science; Internal medicine; Physics","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":[0.0001966551,0.0001229735,0.0004382573,0.0001293282,0.00007089038,0.00002561657,0.00008967481,0.00008496296,0.0007925236],"category_scores_gemma":[0.005447771,0.0001001716,0.0002404295,0.0001983191,0.00004759229,0.0000928166,0.00007130986,0.0001704676,0.000333865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000322284,"about_ca_system_score_gemma":0.0001985002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002238107,"about_ca_topic_score_gemma":0.000106377,"domain_scores_codex":[0.9985859,0.0002500051,0.0004080811,0.0001980481,0.0002966118,0.0002613844],"domain_scores_gemma":[0.9979421,0.000735157,0.00008771939,0.0004295475,0.0002709815,0.000534498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002861195,0.0007898549,0.9871132,0.0003638054,0.0001010939,0.000006821387,0.00001183322,0.000008958643,0.0003681862,0.001872839,0.001687889,0.007389366],"study_design_scores_gemma":[0.00307984,0.0007164488,0.9943805,0.00008165121,0.000128554,0.000005631528,0.000008960258,0.0002363245,0.00009251715,0.001096496,0.00007747966,0.00009564426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994662,0.0001443408,0.001125198,0.0004324856,0.000253898,0.001550964,0.00001839726,0.00009375162,0.00171897],"genre_scores_gemma":[0.998216,0.00001133105,0.0002718054,0.0003945687,0.0002719346,0.0002341839,0.00003594725,0.00001737812,0.0005468621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007293722,"threshold_uncertainty_score":0.8677578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0321979303517899,"score_gpt":0.3514774414882526,"score_spread":0.3192795111364627,"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."}}