{"id":"W4239486625","doi":"10.1111/aos.13496","title":"This issue of ACTA","year":2017,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glaucoma; Ophthalmology; Drusen; Cataract surgery; Optic nerve; Optometry; Macular degeneration","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001202609,0.0001225623,0.0003062914,0.00003946673,0.000178923,0.00001719566,0.0003316104,0.0001437551,0.005382798],"category_scores_gemma":[0.0004801754,0.00008209578,0.0001239161,0.0000356163,0.0002546323,0.00006694678,0.000126964,0.0001574898,0.0001884291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009865774,"about_ca_system_score_gemma":0.00003226276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001178828,"about_ca_topic_score_gemma":3.860541e-7,"domain_scores_codex":[0.9992153,0.00002401309,0.0001747492,0.0002019653,0.0001723998,0.0002115462],"domain_scores_gemma":[0.9988636,0.00004785896,0.0001825027,0.0007439028,0.00006940792,0.0000927402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006783335,0.0008022976,0.7808439,0.000255355,0.0001695741,0.00126152,0.0003212914,2.823545e-8,0.1422622,0.0004118953,0.06978754,0.003206162],"study_design_scores_gemma":[0.0006476801,0.0008888006,0.9435539,0.0000624961,0.00006703019,0.0008569935,0.00007638027,0.000008446174,0.004252666,0.0002877711,0.04917501,0.000122867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6814609,0.00008841362,2.529046e-7,0.005986094,0.000127181,0.0001356836,0.000002871723,0.00001758171,0.3121811],"genre_scores_gemma":[0.9819788,0.000075508,0.0003983259,0.0001812929,0.00007388192,0.000006632466,0.000007040774,0.00001113647,0.01726737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3005179,"threshold_uncertainty_score":0.9955264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395280731840154,"score_gpt":0.3188499192445016,"score_spread":0.2848971119261001,"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."}}