{"id":"W4247691319","doi":"10.1111/aos.14274","title":"This issue of Acta","year":2019,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ophthalmology; Glaucoma; Central retinal vein occlusion; Intraocular pressure; Optometry; Retinal; Macular edema","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":["insufficient_payload"],"category_scores_codex":[0.00009289051,0.00009492723,0.0002639138,0.00005077775,0.00002617417,0.000004652574,0.000114595,0.00009520991,0.04858294],"category_scores_gemma":[0.0001170438,0.00006544314,0.0001016945,0.0001342054,0.00006303064,0.00004266475,0.00005616311,0.0001368714,0.001163815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001367209,"about_ca_system_score_gemma":0.00003631412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002428454,"about_ca_topic_score_gemma":6.146303e-8,"domain_scores_codex":[0.9993048,0.00002104701,0.0001791858,0.0001785352,0.0001549622,0.0001615141],"domain_scores_gemma":[0.9993301,0.0001131582,0.0000748526,0.0003376381,0.00007160163,0.00007262672],"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":[0.0007295603,0.001335658,0.2782792,0.0004733441,0.000290079,0.0008727164,0.0005868655,0.000001049432,0.620039,0.002593098,0.09230348,0.002496035],"study_design_scores_gemma":[0.001783061,0.00441611,0.7781674,0.000209691,0.0001933153,0.004520413,0.0003085011,0.00006978745,0.01874852,0.001174784,0.1900289,0.0003794596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6679202,0.00004279941,3.073994e-7,0.0026548,0.00009374804,0.0001720823,0.000006190182,0.00001949803,0.3290904],"genre_scores_gemma":[0.943492,0.00002316296,0.000606366,0.0002489231,0.00006068769,0.000007781146,0.00002143298,0.000007483185,0.05553216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6012905,"threshold_uncertainty_score":0.9996139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02553387657427442,"score_gpt":0.2984290769368971,"score_spread":0.2728952003626227,"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."}}