{"id":"W3024714861","doi":"10.3389/fimmu.2020.00928","title":"Selection of Antibody Responses Associated With Plasmodium falciparum Infections in the Context of Malaria Elimination","year":2020,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Malaria Research and Control","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"University of Oxford; Centers for Disease Control and Prevention; Centers for Disease Control and Prevention Foundation; Bill and Melinda Gates Foundation","keywords":"Malaria; Plasmodium falciparum; Context (archaeology); Virology; Immunology; Selection (genetic algorithm); Antibody; Biology; Plasmodium (life cycle); Medicine; Computer science; Parasite hosting; 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":[0.0004175702,0.00008129825,0.0003349396,0.0003134042,0.00002849599,0.000004152983,0.0001039074,0.0001324698,0.00002860969],"category_scores_gemma":[0.001457341,0.00006032801,0.00004042199,0.0006978048,0.0001708321,0.00005917424,0.00001787796,0.0003580388,0.000001081765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007294735,"about_ca_system_score_gemma":0.0001948715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002006557,"about_ca_topic_score_gemma":0.0001964263,"domain_scores_codex":[0.9987618,0.000459326,0.0002798345,0.0001360381,0.0001619421,0.0002010036],"domain_scores_gemma":[0.9993829,0.0002036517,0.0001322801,0.0001142284,0.0001451929,0.0000217602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01708763,0.0009567572,0.8590939,0.00007566269,0.0005896754,0.0000374694,0.003881796,0.00004142509,0.1077653,0.005862905,0.001574282,0.003033232],"study_design_scores_gemma":[0.005371028,0.003234746,0.9788219,0.00007388019,0.00005495063,0.00001694033,0.00327598,0.00281017,0.005859905,0.0000807308,0.0003357525,0.00006399024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805665,0.0002986953,0.002955892,0.01485327,0.0001254247,0.0006377469,0.00001490968,0.00001638517,0.0005311716],"genre_scores_gemma":[0.9994323,0.0000746956,0.0001805117,0.0001542266,0.00001254216,0.00004126058,0.00003750084,0.000007651068,0.00005932799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.119728,"threshold_uncertainty_score":0.2460105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396960051951662,"score_gpt":0.2758026672082826,"score_spread":0.2618330666887659,"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."}}