{"id":"W4317779766","doi":"10.4103/meajo.meajo_315_21","title":"Tubercular Episcleritis","year":2022,"lang":"en","type":"review","venue":"Middle East African Journal of Ophthalmology","topic":"Ocular Diseases and Behçet’s Syndrome","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Episcleritis; Medicine; Natural history; Tuberculosis; Refractory (planetary science); Dermatology; Disease; Surgery; Pediatrics; Scleritis; Pathology; Internal medicine; Ophthalmology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005802079,0.0005488879,0.003811517,0.0007386767,0.0001214462,0.00002871026,0.0005931989,0.0003139826,0.01908287],"category_scores_gemma":[0.0002401277,0.0004394139,0.002553623,0.0007260771,0.0002052161,0.00007881438,0.0002334771,0.001373821,0.00009868383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003693648,"about_ca_system_score_gemma":0.001150362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000900037,"about_ca_topic_score_gemma":6.077321e-8,"domain_scores_codex":[0.9962342,0.0005702215,0.001503663,0.0004269221,0.0006977875,0.0005672085],"domain_scores_gemma":[0.997197,0.0001307879,0.001281659,0.0005997916,0.0001670739,0.0006236653],"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":[0.0001729277,0.001410209,0.0003203104,0.01402077,0.00298956,0.274846,0.0001872376,0.000003635486,0.000001632773,0.00006699865,0.0008790261,0.7051017],"study_design_scores_gemma":[0.0004028145,0.001224393,0.00004717538,0.002981066,0.002299318,0.4261897,0.0001767364,7.278642e-7,5.494777e-8,0.00003173626,0.5664305,0.0002157479],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001486063,0.9897933,0.000004776559,0.000101144,0.001073092,0.0004407028,0.0001048356,0.00001444976,0.006981652],"genre_scores_gemma":[0.002417154,0.9942594,0.0003572455,0.00002925582,0.0007393024,0.00003749387,0.00009621646,0.0001432989,0.001920629],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7048859,"threshold_uncertainty_score":0.9998057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436886243885753,"score_gpt":0.3335228085230435,"score_spread":0.1898341841344682,"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."}}