{"id":"W2006948998","doi":"10.1371/journal.pone.0049738","title":"Non-Invasive Cytology Brush PCR for the Diagnosis and Causative Species Identification of American Cutaneous Leishmaniasis in Peru","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Public Health Ontario; University of Toronto","funders":"Universidad Peruana Cayetano Heredia; Royal College of Physicians and Surgeons of Canada","keywords":"Medicine; Cutaneous leishmaniasis; Cytology; Leishmaniasis; Lesion; Leishmania; Pathology; Gastroenterology; Internal medicine; Dermatology; Parasite hosting","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":[0.0003249562,0.0001323279,0.0005162476,0.0001599743,0.0001052555,0.00001354164,0.0001094833,0.00004264076,0.00003162085],"category_scores_gemma":[0.002187982,0.00009783582,0.00005635983,0.0002695953,0.000645095,0.00009899803,0.00009060717,0.0001540756,0.00001154343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064979,"about_ca_system_score_gemma":0.00004697339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004162154,"about_ca_topic_score_gemma":0.0007602281,"domain_scores_codex":[0.9986857,0.00006482265,0.0003325245,0.0002194101,0.0003382671,0.0003592597],"domain_scores_gemma":[0.9972917,0.001854842,0.0001917018,0.0002865571,0.0002911739,0.00008395381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002246007,0.001344549,0.9459745,0.0003473499,0.0007131709,0.000008894744,0.007333922,6.903403e-7,0.04074867,0.000204092,0.0004576141,0.002641967],"study_design_scores_gemma":[0.0005838093,0.0005299067,0.8439724,0.0001406188,0.0003456957,0.00001519595,0.006388946,0.00007154928,0.1476598,0.00004405004,0.0001472938,0.0001007636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915863,0.001192758,0.00003686898,0.005313231,0.00002669512,0.001369832,0.00004424252,0.00001419014,0.0004159093],"genre_scores_gemma":[0.991813,0.006251774,0.0005013563,0.0001263597,0.0001543788,0.0007022349,0.000008443763,0.00002102956,0.0004214235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1069111,"threshold_uncertainty_score":0.3989629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09006505139204786,"score_gpt":0.3121361332460185,"score_spread":0.2220710818539707,"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."}}