{"id":"W4255094104","doi":"10.3410/f.724518465.793523077","title":"Faculty Opinions recommendation of Increasing failure of miltefosine in the treatment of Kala-azar in Nepal and the potential role of parasite drug resistance, reinfection, or noncompliance.","year":2016,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Miltefosine; Parasite hosting; Drug resistance; Drug; Resistance (ecology); Medicine; Biology; Pharmacology; Leishmania; Microbiology; World Wide Web; Computer science; Ecology","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":[0.001418078,0.001068752,0.001346325,0.002452663,0.0004773883,0.001722749,0.002111759,0.001976696,0.06635106],"category_scores_gemma":[0.01552138,0.0004619258,0.001677984,0.00431794,0.0002576576,0.001213346,0.001462206,0.001393413,0.02023092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001274145,"about_ca_system_score_gemma":0.003065528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03180765,"about_ca_topic_score_gemma":0.06884641,"domain_scores_codex":[0.9987255,0.0002316819,0.0002732261,0.0003630253,0.0002693058,0.0001372106],"domain_scores_gemma":[0.9930785,0.002322923,0.001936676,0.0007681263,0.001284553,0.0006091481],"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":[0.000399166,0.00003868663,0.01217658,0.005067041,0.0003310465,0.00005266598,0.00003006452,0.0003319551,0.0001180949,0.0003992528,0.9749864,0.006068874],"study_design_scores_gemma":[0.002246605,0.00008404339,0.06701481,0.003953221,0.0006667527,0.000256715,0.0001297555,0.0009103739,0.0005604167,0.001366891,0.9227265,0.00008389557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002559776,0.0001269184,0.00002279929,0.0001124004,0.00001977045,0.00001198057,0.9988637,0.00005474751,0.0005317655],"genre_scores_gemma":[0.00226377,0.0002653304,0.000279047,0.0002623077,0.00002598558,0.0001064872,0.9956392,0.00004188458,0.001115951],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06635106,"threshold_uncertainty_score":0.2219664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01532441325244665,"score_gpt":0.3336388629116386,"score_spread":0.3183144496591919,"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."}}