{"id":"W2147038676","doi":"10.1148/rg.292075143","title":"Invasive Aspergillosis of the Brain: Radiologic-Pathologic Correlation","year":2009,"lang":"en","type":"review","venue":"Radiographics","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Aspergillosis; Radiology; Pathology; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006421873,0.0004158225,0.002067948,0.0003200959,0.0001281326,0.00001054069,0.0003642031,0.0008040979,0.00003485332],"category_scores_gemma":[0.001305412,0.0002295802,0.002194534,0.001699121,0.0004935496,0.00004307398,0.0000530758,0.0008860691,0.000009542787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010173,"about_ca_system_score_gemma":0.0004146922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006201814,"about_ca_topic_score_gemma":0.00001497752,"domain_scores_codex":[0.9975345,0.0004369337,0.0008168768,0.0005037669,0.0004123249,0.000295639],"domain_scores_gemma":[0.9972853,0.0007333865,0.0006646011,0.001057942,0.0001598475,0.00009889898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008714858,0.0004464302,0.05241489,0.02386989,0.0007656087,0.0001804182,0.0001764863,0.000004915974,0.00001854712,0.003695853,0.009778076,0.9085617],"study_design_scores_gemma":[0.0005891027,0.0007517228,0.04737197,0.02066661,0.00434776,0.0005409152,0.00006003524,0.000009652416,0.000006162134,0.000934225,0.9241368,0.0005850693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000585243,0.9954063,0.00007265028,0.0002309031,0.0002742497,0.001287553,0.0000471581,0.00005283751,0.002043138],"genre_scores_gemma":[0.004777583,0.9938727,0.0002319692,0.0003872628,0.0001389838,0.00002316051,0.000105486,0.00002879182,0.0004340424],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9143587,"threshold_uncertainty_score":0.936201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05163624500754203,"score_gpt":0.3290840486482283,"score_spread":0.2774478036406863,"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."}}