{"id":"W4407678248","doi":"10.3310/nihropenres.13869.1","title":"An assessment of interobserver agreement on lesion size, morphology and clinical phenotype in cutaneous leishmaniasis caused by Leishmania aethiopica in Ethiopia","year":2025,"lang":"en","type":"article","venue":"NIHR Open Research","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Birmingham Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Cutaneous leishmaniasis; Leishmaniasis; Leishmania; Lesion; Phenotype; Morphology (biology); Pathology; Leishmania major; Dermatology; Medicine; Biology; Zoology; Parasite hosting; Computer science; Genetics","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":[0.02157836,0.0003142366,0.0003356703,0.001930299,0.0006110956,0.0008578328,0.0005829472,0.0004389642,0.001092454],"category_scores_gemma":[0.03534629,0.0002685245,0.0004296184,0.0006990143,0.0009141002,0.0006638846,0.001562299,0.0002763997,0.0002865687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005687149,"about_ca_system_score_gemma":0.0004808323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002127665,"about_ca_topic_score_gemma":0.003810857,"domain_scores_codex":[0.9838515,0.01085137,0.002094101,0.001294663,0.001576038,0.0003323134],"domain_scores_gemma":[0.9521347,0.02635289,0.008318061,0.003338691,0.008861262,0.0009942047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004677734,0.00006554865,0.9836558,0.000081273,0.0001259392,0.00009596366,0.003191159,0.0002849607,0.002326482,0.00006479796,0.0003148274,0.009325494],"study_design_scores_gemma":[0.00003466248,0.0006233056,0.9890843,0.00005993654,0.00007902122,0.0006493575,0.00390141,0.002408347,0.002213851,0.0001568125,0.0007578554,0.00003107018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975572,0.00012167,0.001230587,0.00003553261,0.00002005455,0.00006611306,0.0001119052,0.00001251777,0.0008444759],"genre_scores_gemma":[0.99831,0.00002565657,0.001424116,0.00001417488,0.000008813746,0.0000431722,0.0000721907,0.000003920232,0.0000981128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02157836,"threshold_uncertainty_score":0.1141186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1461713535687732,"score_gpt":0.5139671796650476,"score_spread":0.3677958260962744,"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."}}