{"id":"W2105619232","doi":"10.1002/dc.21114","title":"Unusual microbial organisms seen in two cervical smears","year":2009,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Asymptomatic; Pathology; Cytology; Differential diagnosis; Hypha; Microbiology; Biology","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":[0.0002837497,0.0007381338,0.0004450096,0.002111203,0.0009936951,0.0006693619,0.0005399089,0.001737997,0.002378405],"category_scores_gemma":[0.004079635,0.000464123,0.0003276705,0.000656112,0.001018212,0.0006095617,0.001087637,0.0007653061,0.0007621683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305416,"about_ca_system_score_gemma":0.0003928045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002120285,"about_ca_topic_score_gemma":0.002159946,"domain_scores_codex":[0.9995377,0.00004557471,0.00005354252,0.0001009271,0.0001032137,0.0001591098],"domain_scores_gemma":[0.9989902,0.0002752548,0.0002234225,0.0001435414,0.00009786164,0.000269601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001581416,0.0000752948,0.08196334,0.0001173317,0.00001833375,0.8925992,0.001139735,0.00007754428,0.01126009,0.0003064077,0.0006395818,0.01164499],"study_design_scores_gemma":[0.000009735587,0.00009546168,0.02405853,0.00002873302,0.00001645919,0.9698628,0.0003908136,0.0001248817,0.003248926,0.000085586,0.002064817,0.00001317588],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827424,0.004146802,0.00225822,0.000539033,0.000200852,0.0001377481,0.0001826399,0.0001279388,0.009664297],"genre_scores_gemma":[0.996597,0.0006886631,0.001223026,0.0002316472,0.0001414007,0.00002168534,0.00008350497,0.0000134238,0.000999711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002378405,"threshold_uncertainty_score":0.007956564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088002917431984,"score_gpt":0.3042769462239778,"score_spread":0.2933969170496579,"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."}}