{"id":"W4221130821","doi":"10.1007/s00417-022-05617-6","title":"Thygeson’s superficial punctate keratitis","year":2022,"lang":"en","type":"review","venue":"Graefe s Archive for Clinical and Experimental Ophthalmology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Association of Nurses in Oncology; University of British Columbia","funders":"","keywords":"Medicine; Etiology; Dermatology; Keratitis; Clinical trial; Psychological intervention; Randomized controlled trial; Intensive care medicine; Surgery; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003444357,0.0007106182,0.001067067,0.002589327,0.0003020404,0.0009917647,0.0005166848,0.000819294,0.007120447],"category_scores_gemma":[0.0005640793,0.000208409,0.0004737055,0.001750273,0.0005783172,0.001006303,0.0006842248,0.001038836,0.002080334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004676018,"about_ca_system_score_gemma":0.001142831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471961,"about_ca_topic_score_gemma":0.004122618,"domain_scores_codex":[0.999822,0.00002506689,0.00004586537,0.00002653234,0.00005283322,0.00002781204],"domain_scores_gemma":[0.9997695,0.00009521033,0.00005699318,0.00001151767,0.00004145515,0.00002527109],"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":[0.0001144421,0.00004654681,0.0001697989,0.02080108,0.0001145077,0.0008393918,0.00005239986,0.00008076595,0.001329363,0.00118053,0.04249742,0.9327738],"study_design_scores_gemma":[0.0001217618,0.0002036505,0.002347465,0.01019514,0.0005132322,0.01389216,0.0001253463,0.00006974744,0.0009594094,0.0009042468,0.9706294,0.00003849161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002431446,0.9974726,0.00006449028,0.0002524904,0.0003037485,0.000007622186,0.00002560964,0.000009528605,0.001620674],"genre_scores_gemma":[0.003715218,0.9932528,0.0001634651,0.0005543734,0.0003530862,0.000009594026,0.00006923013,0.000002806511,0.001879369],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007120447,"threshold_uncertainty_score":0.02382034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2054834715298467,"score_gpt":0.4825650759062349,"score_spread":0.2770816043763883,"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."}}