{"id":"W2791069205","doi":"10.1097/ico.0000000000001508","title":"High Inflammatory Infiltrate Correlates With Poor Symptomatic Improvement After Surgical Treatment for Superior Limbic Keratoconjunctivitis","year":2018,"lang":"en","type":"article","venue":"Cornea","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Conjunctiva; Keratoconjunctivitis; Etiology; Biopsy; Immunohistochemistry; Blepharitis; Pathology; Dermatology; Surgery","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":[0.00008214455,0.0002847423,0.0004393435,0.00006434192,0.0000950438,0.00004748819,0.00005441021,0.0001123773,0.0004193532],"category_scores_gemma":[0.00001269197,0.0001932539,0.0001443417,0.00009526242,0.0001332444,0.0001106197,0.00002154355,0.00008543387,0.0002225552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492403,"about_ca_system_score_gemma":0.0001995615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004589515,"about_ca_topic_score_gemma":0.0001043613,"domain_scores_codex":[0.9987739,0.00002355124,0.0002813709,0.0003517998,0.0001797884,0.0003896163],"domain_scores_gemma":[0.9991288,0.00007828093,0.00007218048,0.0003752481,0.0001538705,0.0001915719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01757179,0.001904329,0.8579769,0.0007824167,0.002522033,0.002185314,0.002167184,0.000008801372,0.03765337,0.001365226,0.0004892916,0.07537338],"study_design_scores_gemma":[0.07823195,0.1087939,0.3772424,0.002433107,0.003952051,0.0006754498,0.001174666,0.004906043,0.3317071,0.0004062641,0.08772633,0.002750713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996848,0.000242941,0.0001415305,0.0003370583,0.0002572847,0.001797447,0.00002866229,0.0001107565,0.0002362587],"genre_scores_gemma":[0.9961805,0.00003231152,0.00032828,0.0004370471,0.000337861,0.0008803644,0.00004166343,0.0000523726,0.001709654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4807345,"threshold_uncertainty_score":0.7880666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007941569934099231,"score_gpt":0.227403596604061,"score_spread":0.2194620266699618,"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."}}