{"id":"W4283806824","doi":"10.1007/s40123-022-00542-7","title":"Pythium insidiosum Keratitis: Past, Present, and Future","year":2022,"lang":"en","type":"review","venue":"Ophthalmology and Therapy","topic":"Infectious Diseases and Mycology","field":"Veterinary","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa; National Eye Institute; Johns Hopkins University","keywords":"Fungal keratitis; Hypopyon; Keratitis; Oomycete; Natamycin; Pathology; Biology; Microbiology; Medicine; Dermatology; Ophthalmology; Pathogen; Endophthalmitis","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001726435,0.000453618,0.001185503,0.0001560648,0.0004079654,0.00003985085,0.0001673299,0.000572387,0.006288894],"category_scores_gemma":[0.000003791574,0.0003711367,0.0002407208,0.0001326542,0.0001817869,0.00006397647,0.0002079435,0.0006200819,0.00002843314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002806608,"about_ca_system_score_gemma":0.0001007996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003910175,"about_ca_topic_score_gemma":3.439902e-7,"domain_scores_codex":[0.9978345,0.0007640931,0.00033414,0.0006117509,0.00008752443,0.0003680146],"domain_scores_gemma":[0.9990556,0.0002476159,0.0002012621,0.0003641921,0.00001965699,0.000111701],"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":[0.0001732799,0.0001832999,0.0001809604,0.001919302,0.0006395994,0.005196264,0.000110325,3.348799e-8,5.337543e-7,0.00126778,0.004479681,0.985849],"study_design_scores_gemma":[0.0003996059,0.001655308,0.0002741028,0.00008932922,0.0001681433,0.05922229,0.00002555469,4.362811e-7,3.508262e-8,0.0005728064,0.9372559,0.0003365055],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001557132,0.9843943,3.420753e-7,0.0001802741,0.001344575,0.0007270969,0.0001190426,0.000058484,0.01161876],"genre_scores_gemma":[0.000270411,0.9948264,0.00001678234,0.0001808293,0.003221342,0.0005183322,0.0001808597,0.00007235125,0.0007126533],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9855124,"threshold_uncertainty_score":0.9998741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09184122304807076,"score_gpt":0.3795898090099649,"score_spread":0.2877485859618941,"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."}}