{"id":"W2070833616","doi":"10.1371/journal.pntd.0002774","title":"Impact of ASHA Training on Active Case Detection of Visceral Leishmaniasis in Bihar, India","year":2014,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Grand Challenges Canada","keywords":"Asha; Medicine; Referral; Family medicine; Visceral leishmaniasis; Leishmaniasis; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001015649,0.0002315818,0.0007384692,0.0005201403,0.00006287904,0.00001165444,0.00009659454,0.000134915,0.0001368494],"category_scores_gemma":[0.003475198,0.0001816896,0.0002933273,0.0006882375,0.0002014873,0.0001082243,0.00005353918,0.0004328881,0.000008014904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002559139,"about_ca_system_score_gemma":0.0001589688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003013285,"about_ca_topic_score_gemma":0.0001433282,"domain_scores_codex":[0.9979805,0.0002797045,0.0004329583,0.0003542871,0.0005298271,0.0004227218],"domain_scores_gemma":[0.9983893,0.0006140093,0.0001549976,0.0003066266,0.0002475799,0.0002874828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.009419734,0.005531621,0.3617015,0.0006085572,0.001457027,0.001013482,0.001660347,0.000055803,0.5518488,0.0001215407,0.0001349166,0.06644665],"study_design_scores_gemma":[0.002620003,0.003523981,0.9781289,0.000302205,0.0001875929,0.00005299911,0.0001942701,0.0008807023,0.01390077,0.00006852837,0.000005735681,0.0001343595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998596,0.00008651831,0.00003526175,0.0001089214,0.00003184936,0.0005199154,0.00009827474,0.00005944631,0.0004638565],"genre_scores_gemma":[0.9996113,0.00005030583,0.00005650405,0.00003884298,0.0001094092,0.00007012933,0.00001663829,0.00003304523,0.00001389436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6164274,"threshold_uncertainty_score":0.7409085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03252566918265816,"score_gpt":0.3151158598427367,"score_spread":0.2825901906600786,"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."}}