{"id":"W4387410159","doi":"10.1016/j.vaccine.2023.01.057","title":"Vaccine value profile for leishmaniasis","year":2023,"lang":"en","type":"article","venue":"Vaccine","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Medical Research Council; PATH; World Health Organization","keywords":"Leishmaniasis; Public health; Medicine; Environmental health; Visceral leishmaniasis; Global health; Neglected tropical diseases; Business; Immunology","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":[0.006334442,0.0005071913,0.0004508624,0.003952857,0.0004161113,0.002330755,0.0005851383,0.0009136212,0.01430153],"category_scores_gemma":[0.02655343,0.000171219,0.0008348898,0.002288858,0.0002352928,0.001614988,0.001243568,0.001213104,0.00448428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389822,"about_ca_system_score_gemma":0.00205775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001382262,"about_ca_topic_score_gemma":0.001553692,"domain_scores_codex":[0.9959607,0.00132659,0.0003035039,0.0001155231,0.002005769,0.0002880355],"domain_scores_gemma":[0.9903656,0.003776466,0.001159793,0.000290679,0.003775055,0.0006322078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001312714,0.0002712927,0.01905558,0.002495951,0.0001702213,0.0003284517,0.0003429127,0.003399168,0.00493852,0.01798554,0.1886288,0.7610708],"study_design_scores_gemma":[0.0002247495,0.002476466,0.05533125,0.003780282,0.0003752117,0.002558313,0.0005222888,0.004685271,0.007147849,0.02062753,0.9021732,0.00009756965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2266507,0.06160977,0.07157762,0.04263601,0.003387425,0.00691118,0.09068774,0.003051459,0.4934881],"genre_scores_gemma":[0.7626205,0.03211616,0.09310246,0.009453187,0.001642096,0.004199065,0.0537232,0.0006570864,0.04248628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01430153,"threshold_uncertainty_score":0.0478434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04045407620960283,"score_gpt":0.3379325097641782,"score_spread":0.2974784335545754,"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."}}