{"id":"W2907595795","doi":"10.22374/jded.v1i1.8","title":"Pediatric Chalazion Case Report","year":2018,"lang":"en","type":"article","venue":"Journal of Dry Eye Disease","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chalazion (fungus); Meibomian gland; Medicine; Population; Disease; Dermatology; Eyelid; Surgery; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002596868,0.00009320297,0.0002054928,0.000131498,0.00006009062,0.00001410707,0.00004902302,0.00003986758,0.0002168952],"category_scores_gemma":[0.00026978,0.000071101,0.0002275211,0.0001375829,0.00002826081,0.0001357223,0.00001797331,0.0001630866,0.00007672537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004027702,"about_ca_system_score_gemma":0.0003315194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006222095,"about_ca_topic_score_gemma":0.000002260091,"domain_scores_codex":[0.9990208,0.00002846372,0.0003789588,0.0001036699,0.0003163656,0.0001518106],"domain_scores_gemma":[0.998499,0.00001506818,0.0002941889,0.0002521315,0.00040935,0.0005302903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002381455,0.0001604206,0.7171645,0.00003749429,0.00003705683,0.2814144,0.0000577437,3.708191e-7,0.0001212587,0.000008687975,0.00008884931,0.0006710675],"study_design_scores_gemma":[0.001931648,0.0007815457,0.9863787,0.00008943279,0.00132295,0.001873147,0.0002221667,0.0000581187,0.0004043815,0.0001221471,0.006656369,0.0001594278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966223,0.001238121,0.00014344,0.0006435068,0.0005138412,0.00008436231,0.000003236401,0.00001245444,0.0007388017],"genre_scores_gemma":[0.9961274,0.0001006288,0.0002156938,0.0003411844,0.00240124,7.05953e-7,0.000002594863,0.00001492949,0.0007956498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2795412,"threshold_uncertainty_score":0.2899415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01182191755226842,"score_gpt":0.2932889814203852,"score_spread":0.2814670638681168,"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."}}