{"id":"W3207487279","doi":"10.1080/09273948.2021.1980816","title":"Understanding Inflammation-associated Ophthalmic Pathologies: A Novel 3D Co-culture Model of Monocyte-myofibroblast Immunomodulation","year":2021,"lang":"en","type":"article","venue":"Ocular Immunology and Inflammation","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Lawson Health Research Institute; Western University","funders":"Western University","keywords":"Medicine; Inflammation; Monocyte; Myofibroblast; Immunology; Pathology; Fibrosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002029313,0.0001773982,0.0003383727,0.0001402363,0.0001819177,0.00002289369,0.00005650346,0.0003700061,0.00002812712],"category_scores_gemma":[0.0002937808,0.0001645651,0.00009938311,0.0002097465,0.0001839111,0.0002573434,0.00004669543,0.0002308304,0.00000715157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001404191,"about_ca_system_score_gemma":0.0001198506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009155966,"about_ca_topic_score_gemma":0.000005574439,"domain_scores_codex":[0.9988493,0.00008474021,0.0004573542,0.0002408199,0.0001643746,0.0002034674],"domain_scores_gemma":[0.999159,0.00004451618,0.000280269,0.0002351261,0.0002491492,0.00003194132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000239451,0.00006952021,0.007410934,0.0001324336,0.0002652593,0.00001699386,0.001623019,0.001204341,0.980819,0.00734002,0.00001516109,0.0008638999],"study_design_scores_gemma":[0.01340009,0.001282174,0.326549,0.001339104,0.0007498355,0.0008703482,0.009326062,0.2690402,0.3594307,0.01658054,0.0004271984,0.001004767],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630035,0.0007584676,0.0333982,0.0004808841,0.00006652842,0.0002819089,0.00001179704,0.00005722342,0.001941482],"genre_scores_gemma":[0.9961427,0.0005413218,0.002439916,0.00002258145,0.00002118905,0.00001526027,0.0005543013,0.00001674488,0.0002459251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6213883,"threshold_uncertainty_score":0.6710771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04234004112420995,"score_gpt":0.2628713934830582,"score_spread":0.2205313523588482,"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."}}