{"id":"W4226507065","doi":"10.1093/inthealth/ihac011","title":"Innovate to eliminate: a prerequisite in NTD programmes","year":2022,"lang":"en","type":"article","venue":"International Health","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; University of Ottawa","funders":"Foreign, Commonwealth and Development Office","keywords":"Business; Virology; Medicine","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":[0.02914882,0.0005176357,0.0006946222,0.0009267339,0.005436609,0.007008758,0.00242179,0.007035363,0.04983304],"category_scores_gemma":[0.04385471,0.0005392067,0.0006750727,0.0005919489,0.005406559,0.007925687,0.01435196,0.008739009,0.01298789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004360653,"about_ca_system_score_gemma":0.03679186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002368369,"about_ca_topic_score_gemma":0.004528165,"domain_scores_codex":[0.9802627,0.006915183,0.000895154,0.001788654,0.005281089,0.004857207],"domain_scores_gemma":[0.9327289,0.01225976,0.003609031,0.004195223,0.00811943,0.03908775],"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":[0.0003927507,0.002732837,0.02367396,0.00233274,0.00005092151,0.002561647,0.0109726,0.001291548,0.007646288,0.2429656,0.156068,0.5493111],"study_design_scores_gemma":[0.0001083641,0.001462132,0.02636709,0.001579608,0.00002427811,0.001901286,0.005007528,0.0006989681,0.002304601,0.08194814,0.8784975,0.000100591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06024276,0.003907357,0.04701077,0.4661232,0.005811234,0.003938859,0.000638712,0.0008910864,0.411436],"genre_scores_gemma":[0.6410607,0.003602473,0.09299265,0.114885,0.003167676,0.004334618,0.001004026,0.0003718776,0.1385809],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04983304,"threshold_uncertainty_score":0.1667081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01816320132125694,"score_gpt":0.3638623408389345,"score_spread":0.3456991395176776,"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."}}