{"id":"W4390061871","doi":"10.1001/jamaophthalmol.2023.5750","title":"Definition and Diagnostic Criteria for Pediatric Blepharokeratoconjunctivitis","year":2023,"lang":"en","type":"article","venue":"JAMA Ophthalmology","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Blepharitis; Cornea; Dermatology; Eyelid; Keratitis; Pediatric ophthalmology; Medical diagnosis; Disease; Pediatrics; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.000184479,0.0001157923,0.0002483193,0.0001498709,0.00007375991,0.0000237639,0.00003453889,0.0001545332,0.0002068055],"category_scores_gemma":[0.000767326,0.0001108155,0.00006743035,0.0002050182,0.00003167763,0.00008516465,0.00003644188,0.000105041,0.0001863348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001493898,"about_ca_system_score_gemma":0.00004695898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001523738,"about_ca_topic_score_gemma":7.411723e-7,"domain_scores_codex":[0.9991891,0.00004577294,0.0001553305,0.0002547145,0.00007711355,0.0002779661],"domain_scores_gemma":[0.9988305,0.0008075265,0.00003936619,0.0001566508,0.0000707941,0.00009514944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004211688,0.0001654322,0.9754052,0.0005781385,0.0000994761,0.004046452,0.0001984041,7.74533e-7,0.0054603,0.004215623,0.005306248,0.004102807],"study_design_scores_gemma":[0.003460423,0.001309968,0.981608,0.00003284913,0.0002441628,0.001785414,0.00009563097,0.0001661486,0.0005138636,0.008364298,0.002216682,0.0002025837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934292,0.0003896797,0.0000670837,0.002104682,0.0003336358,0.0006133892,0.00004414167,0.00009120355,0.002926918],"genre_scores_gemma":[0.9974241,0.0002471815,0.0006696456,0.0003852848,0.0004190805,0.0002766589,0.0001265249,0.00002624033,0.0004253091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0062028,"threshold_uncertainty_score":0.4518924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04611948663511035,"score_gpt":0.3229120428144193,"score_spread":0.2767925561793089,"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."}}