{"id":"W1569848496","doi":"","title":"Fungal infections may mimic malignancies","year":2014,"lang":"en","type":"article","venue":"Dermatology Times","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001713954,0.00009470564,0.0001947115,0.00007489402,0.00008201963,0.000006967118,0.00003141969,0.00006870186,0.0005897222],"category_scores_gemma":[0.00004221817,0.00007606065,0.00008211772,0.00007098047,0.00007510798,0.0000365891,0.00001900181,0.00005793088,0.001104395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001360236,"about_ca_system_score_gemma":0.00003459105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001710002,"about_ca_topic_score_gemma":0.000005732427,"domain_scores_codex":[0.9994742,0.00003461051,0.0001130365,0.0001353123,0.00006215083,0.0001806939],"domain_scores_gemma":[0.9996076,0.00005222414,0.00002983468,0.0001809762,0.00003228882,0.00009707722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002975435,0.0003126608,0.9495869,0.00005001063,0.0001555516,0.0002002609,0.00003783555,0.000001027872,0.0001835289,0.007688805,0.04026587,0.001487802],"study_design_scores_gemma":[0.003697067,0.0003235474,0.8016325,0.00007080458,0.0006665335,0.006796795,0.00005978932,0.0003950173,0.005590983,0.002370588,0.1781315,0.0002648476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503163,0.0005592469,0.0001437323,0.003036926,0.0001867791,0.0001533273,0.000008964735,0.0001555851,0.04543913],"genre_scores_gemma":[0.9951066,0.00002071162,0.0001766339,0.0009167715,0.00004253685,0.00002537168,0.00003349522,0.00001121335,0.003666637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1479544,"threshold_uncertainty_score":0.9996734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008124278482978425,"score_gpt":0.2601770594318535,"score_spread":0.2520527809488751,"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."}}