{"id":"W2048899798","doi":"10.1016/j.jcjo.2014.02.003","title":"Pulmonary nocardiosis initially manifesting as endogenous endophthalmitis","year":2014,"lang":"en","type":"letter","venue":"Canadian Journal of Ophthalmology","topic":"Actinomycetales infections and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Endophthalmitis; Ophthalmology; Past medical history; Uveitis; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"case_report","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"case_report","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002901665,0.0005009007,0.00126625,0.000879913,0.0002667108,0.00005136596,0.0003115311,0.001028324,0.002858127],"category_scores_gemma":[0.0003567607,0.0004662857,0.0007200346,0.0001991904,0.0002799808,0.00008535205,0.00002774864,0.00234365,0.0003635582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007532918,"about_ca_system_score_gemma":0.003204702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005082633,"about_ca_topic_score_gemma":4.071476e-7,"domain_scores_codex":[0.9973449,0.0002546214,0.00084734,0.0003854563,0.0003171902,0.0008505268],"domain_scores_gemma":[0.9972523,0.0003316493,0.0007564665,0.0003639443,0.0004943584,0.0008012696],"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":[0.00002213734,0.00003438994,0.006273735,0.00013814,0.0008966206,0.9890244,0.00004300829,0.000005462212,0.00003030812,0.00001319537,0.002926936,0.0005916449],"study_design_scores_gemma":[0.0006534407,0.001707154,0.0002120561,0.0003115471,0.0008965343,0.9844876,0.00002975817,0.000001719162,0.00004900703,0.0001733833,0.01116,0.0003178111],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003889599,0.00141672,0.00001030274,0.01458453,0.001864409,0.0003328707,0.0000673463,0.0000112071,0.977823],"genre_scores_gemma":[0.9702635,0.00001993689,0.0004322075,0.02025452,0.00572993,0.00001890543,0.000118209,0.0001247512,0.00303804],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.974785,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05789680677535692,"score_gpt":0.2767752789411825,"score_spread":0.2188784721658256,"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."}}