{"id":"W4247997914","doi":"10.3410/f.725883243.793523087","title":"Faculty Opinions recommendation of Antileishmanial Activity of Compounds Derived from the Medicines for Malaria Venture Open Access Box Against Intracellular Leishmania major Amastigotes.","year":2016,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Malaria; Amastigote; Leishmania; Leishmaniasis; Intracellular; Virology; Traditional medicine; Chemistry; Medicine; Immunology; Computer science; World Wide Web; Biochemistry; Parasite hosting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226654,0.001972524,0.002004815,0.003952797,0.0004746508,0.001842964,0.002413879,0.002628508,0.05062116],"category_scores_gemma":[0.00924959,0.0004841618,0.002500028,0.005733809,0.0002776953,0.001162095,0.001363975,0.001607272,0.03135477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351393,"about_ca_system_score_gemma":0.002920306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0209579,"about_ca_topic_score_gemma":0.05612871,"domain_scores_codex":[0.9986283,0.0002126213,0.000254889,0.0003583363,0.0004048096,0.0001411828],"domain_scores_gemma":[0.9961686,0.00114542,0.0009435855,0.0004665286,0.0008312562,0.0004446416],"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":[0.0007508376,0.00008272173,0.00510141,0.007944273,0.0004717738,0.00006620686,0.00002586936,0.0004728152,0.0005662009,0.0004101571,0.9754675,0.008640237],"study_design_scores_gemma":[0.001790523,0.0001312412,0.02302379,0.001988405,0.0007356459,0.0002079407,0.00006428943,0.0007676964,0.001101076,0.0008635304,0.9692625,0.00006359153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002507126,0.000309963,0.00002677664,0.000072275,0.00001935856,0.00001377234,0.9987335,0.00008073832,0.0004929707],"genre_scores_gemma":[0.001115607,0.0003763424,0.0002730232,0.0001218541,0.00001865325,0.00007297,0.9971402,0.00002545425,0.0008559751],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05062116,"threshold_uncertainty_score":0.1693446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06901733861184059,"score_gpt":0.4083066891382544,"score_spread":0.3392893505264137,"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."}}