{"id":"W2121231043","doi":"10.1016/j.vaccine.2011.01.070","title":"Towards validated assays for key immunological outcomes in malaria vaccine development","year":2011,"lang":"en","type":"letter","venue":"Vaccine","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Immunovaccine (Canada)","funders":"World Health Organization","keywords":"Malaria; Malaria vaccine; Medicine; Immunology; Virology; Plasmodium falciparum; Biology","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":[0.01981219,0.001254972,0.001713197,0.000668194,0.00128847,0.003635323,0.001433966,0.01904656,0.002373831],"category_scores_gemma":[0.05246394,0.0008498763,0.001234114,0.0005807799,0.003707887,0.003450433,0.001665991,0.02546252,0.003651223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004046121,"about_ca_system_score_gemma":0.002332492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009834742,"about_ca_topic_score_gemma":0.002020421,"domain_scores_codex":[0.9778877,0.01235021,0.002509323,0.0008676394,0.005386161,0.0009990007],"domain_scores_gemma":[0.965657,0.02474582,0.001405984,0.0008795957,0.006374998,0.000936632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001607014,0.0009221458,0.01302361,0.001326934,0.0001114225,0.004540924,0.0007711985,0.002157899,0.02758303,0.03512929,0.7504323,0.1623942],"study_design_scores_gemma":[0.0009661424,0.004203489,0.009246658,0.001092175,0.0002069249,0.00776638,0.001151205,0.009027188,0.03146725,0.06203346,0.8725862,0.0002529134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.008514173,0.01166948,0.0236185,0.8961362,0.04670548,0.0005904958,0.0006853456,0.0002788931,0.01180137],"genre_scores_gemma":[0.08942635,0.009054388,0.04270685,0.7946338,0.04378289,0.001624706,0.0008926935,0.0001402763,0.01773806],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01981219,"threshold_uncertainty_score":0.1047782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02996674591565968,"score_gpt":0.2769049542435775,"score_spread":0.2469382083279179,"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."}}