{"id":"W4210891524","doi":"10.2196/36595","title":"Evaluation of the Leishmania Surveillance System, Yemen, 2021","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Medicine; Flexibility (engineering); Environmental health; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01932568,0.0005999763,0.0002766035,0.001663594,0.0007328573,0.001244373,0.0005817561,0.0005496445,0.002514425],"category_scores_gemma":[0.01675102,0.0002273152,0.0004419578,0.001684249,0.0005845229,0.001472761,0.001154834,0.0003107613,0.0002574022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006894139,"about_ca_system_score_gemma":0.005388098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03296605,"about_ca_topic_score_gemma":0.02878606,"domain_scores_codex":[0.9923907,0.005234283,0.0007902284,0.0003114862,0.0007638845,0.0005094084],"domain_scores_gemma":[0.9927826,0.002427782,0.0009843986,0.0001965987,0.003128958,0.0004796812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003837844,0.001311103,0.8330118,0.002909797,0.0004679037,0.0008599868,0.007129946,0.01002477,0.005460407,0.001824954,0.006764221,0.1263974],"study_design_scores_gemma":[0.0004918749,0.008584543,0.9293129,0.0008013396,0.0004267108,0.0002922532,0.0212109,0.01853626,0.007205523,0.0002877149,0.01277829,0.00007178187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818096,0.0007798883,0.001763726,0.001076572,0.00004361372,0.003240614,0.005004168,0.00008461305,0.00619716],"genre_scores_gemma":[0.9919126,0.0002849778,0.002653796,0.0001049851,0.00001195103,0.001350949,0.003069155,0.000005762346,0.0006057287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03296605,"threshold_uncertainty_score":0.1022052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04669461852569271,"score_gpt":0.3151131061509532,"score_spread":0.2684184876252604,"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."}}