{"id":"W212194635","doi":"","title":"Common diagnostic challenges posed by North American blastomycosis as seen in a patient from Toronto, Canada","year":2002,"lang":"en","type":"article","venue":"PubMed Central","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blastomycosis; Etiology; Dimorphic fungus; Medicine; Epidemiology; Disease; Blastomyces; Intensive care medicine; Pathology; Dermatology; Pediatrics; Biology; Blastomyces dermatitidis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002941168,0.0001529074,0.0003182029,0.00002187445,0.00005830404,0.000007140412,0.00005064886,0.00002430933,0.0001617206],"category_scores_gemma":[0.0002007865,0.0001359539,0.00004419883,0.0001092069,0.00004820921,0.0000489236,0.00002879787,0.000137513,0.000006698113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001077452,"about_ca_system_score_gemma":0.00005107345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9071518,"about_ca_topic_score_gemma":0.9904211,"domain_scores_codex":[0.9985222,0.00004352134,0.0002065395,0.0002255094,0.0002218662,0.0007803433],"domain_scores_gemma":[0.9991788,0.0002268118,0.00005839007,0.0001678316,0.00002138363,0.0003467466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003563794,0.0003883571,0.8767789,0.00001256329,0.0001163066,0.0001158122,0.001654109,0.00001117447,0.000007373872,0.000003755289,0.02195137,0.09892466],"study_design_scores_gemma":[0.0005521527,0.0001963872,0.9695593,0.0000184576,0.00004469717,0.000004940872,0.0007697517,0.00007883299,0.00008156571,0.00000131153,0.028557,0.0001355663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836727,0.009423532,4.453404e-7,0.002388455,0.0002967684,0.000378486,0.0001227551,0.00003120247,0.003685615],"genre_scores_gemma":[0.9921392,0.00673319,0.00001280274,0.0006674648,0.0001282518,0.0001820477,0.00004086714,0.00001481994,0.00008130623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0987891,"threshold_uncertainty_score":0.5544038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067765243351032,"score_gpt":0.1946090328812795,"score_spread":0.1839313804477692,"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."}}