{"id":"W4399860107","doi":"10.58931/cect.2024.3246","title":"Pediatric Blepharokeratoconjunctivitis: An Update","year":2024,"lang":"en","type":"article","venue":"Canadian Eye Care Today","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Blepharitis; Medicine; Dermatology; Keratitis; Disease; Incidence (geometry); Eyelid; Pediatrics; Ophthalmology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007589007,0.0001740016,0.0002026679,0.0003109793,0.00008698344,0.0001019395,0.00009064862,0.0001308495,0.001083875],"category_scores_gemma":[0.00001868871,0.0001658263,0.0001140442,0.0003446519,0.00002099628,0.0002029443,0.00001040848,0.0002639976,0.001173684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000361599,"about_ca_system_score_gemma":0.001667242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01167957,"about_ca_topic_score_gemma":0.07126473,"domain_scores_codex":[0.9988678,0.00003059029,0.0001381188,0.0003628618,0.0001589084,0.0004417865],"domain_scores_gemma":[0.998567,0.00001178363,0.00001171178,0.0003853704,0.0001047829,0.0009193416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007670764,0.00008207346,0.6858756,0.001868019,0.0005140369,0.02593867,0.006733788,0.00002308814,0.002147435,0.009794211,0.05221208,0.2147343],"study_design_scores_gemma":[0.0006361015,0.0002963824,0.05409677,0.0001358017,0.0004533142,0.00003767874,0.001316423,0.00016,0.0008232179,0.00008104876,0.941474,0.0004892519],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616583,0.01739031,0.00002763967,0.002078827,0.001066715,0.0004762186,0.0001698204,0.0002508158,0.01688137],"genre_scores_gemma":[0.9940261,0.0001606598,0.0000675288,0.002878303,0.0007860627,0.00003205071,0.00019748,0.00005537112,0.001796404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8892619,"threshold_uncertainty_score":0.9998293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007495176691029493,"score_gpt":0.252979911751502,"score_spread":0.2454847350604725,"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."}}