{"id":"W4394693350","doi":"10.1016/j.exer.2024.109887","title":"Aqueous humour protein dysregulation in Asian eyes with primary open angle glaucoma","year":2024,"lang":"en","type":"article","venue":"Experimental Eye Research","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"National Healthcare Group","keywords":"Glaucoma; Proteome; Ophthalmology; Crystallin; Open angle glaucoma; Aqueous humor; Downregulation and upregulation; Medicine; Biology; Molecular biology; Bioinformatics; Biochemistry; Gene","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":[0.0005510509,0.0001581666,0.0002372837,0.0003648711,0.0001404067,0.0002033128,0.0002461842,0.00009370775,0.0004130744],"category_scores_gemma":[0.00002287499,0.0001169592,0.00004780996,0.0007247528,0.0002180878,0.0002421984,0.0002655259,0.0004876032,0.0001833869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004153117,"about_ca_system_score_gemma":0.0003214837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006670016,"about_ca_topic_score_gemma":0.00009610191,"domain_scores_codex":[0.9978945,0.0001834554,0.0002087941,0.0004537426,0.0007724301,0.0004870741],"domain_scores_gemma":[0.9994528,0.0000319731,0.00001637632,0.0002789541,0.00005822499,0.0001616821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002852103,0.001802462,0.05262698,0.0006352409,0.0001051822,0.003094832,0.005520973,3.622176e-7,0.9014453,0.004286339,0.003196549,0.02443367],"study_design_scores_gemma":[0.005153805,0.005995713,0.5584071,0.003104263,0.00001962107,0.0002653347,0.01662974,0.0009617371,0.3845648,0.0009096834,0.02338943,0.0005988585],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9217117,0.004877642,0.000008532805,0.002676729,0.00004151439,0.002164803,0.000002551896,0.00006699731,0.06844947],"genre_scores_gemma":[0.9894486,0.00001479499,0.0007555356,0.00005604526,0.00008584725,0.0004112148,0.00005826313,0.0000506383,0.00911907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5168805,"threshold_uncertainty_score":0.4769459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03701820621149193,"score_gpt":0.396952979314463,"score_spread":0.3599347731029711,"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."}}