{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001391756,0.001432364,0.001156875,0.002240961,0.001606213,0.009685229,0.001436799,0.003413908,0.6247727],"category_scores_gemma":[0.008169444,0.0006202509,0.001053883,0.001712578,0.001093938,0.003842662,0.002738649,0.004196447,0.5330069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141789,"about_ca_system_score_gemma":0.002002139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009955681,"about_ca_topic_score_gemma":0.001710078,"domain_scores_codex":[0.998356,0.0002216282,0.0001619895,0.0002835655,0.0007728555,0.00020389],"domain_scores_gemma":[0.995743,0.000882488,0.0003667249,0.0006399298,0.001249131,0.001118766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002109523,0.00001948669,0.0001072803,0.0001406154,0.000003928415,0.00005509686,0.00002398976,0.00001733718,0.0001415005,0.001100751,0.9639804,0.03438835],"study_design_scores_gemma":[0.000003651427,0.000006276956,0.0001404871,0.00006530149,0.000001184038,0.00007948968,0.00002064571,0.0000119135,0.00002693139,0.0002621028,0.9993793,0.000002722177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0007583947,0.01560222,0.001317708,0.03471329,0.3697791,0.0001575233,0.003135629,0.003013292,0.571523],"genre_scores_gemma":[0.003183637,0.008065782,0.0008629018,0.01987339,0.09112419,0.0001146229,0.002483655,0.001262867,0.873029],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3752273,"threshold_uncertainty_score":0.5352162,"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."}}