{"id":"W4234050004","doi":"10.1111/aos.13277","title":"This issue of Acta","year":2016,"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; Ophthalmology; Keratoconus; Ranibizumab; Drusen; Diabetic retinopathy; Macular degeneration; Diabetes mellitus; Surgery; Bevacizumab; Cornea; Chemotherapy","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":[0.001130113,0.001543047,0.001183806,0.002045488,0.001233548,0.007288097,0.001238221,0.002599778,0.4885688],"category_scores_gemma":[0.005717717,0.0006004142,0.001020734,0.001375112,0.0007880886,0.003000683,0.002034571,0.004217486,0.4094998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000908057,"about_ca_system_score_gemma":0.001447598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006657378,"about_ca_topic_score_gemma":0.001424838,"domain_scores_codex":[0.9988369,0.0001555633,0.0001212527,0.0001917449,0.0005484761,0.0001461791],"domain_scores_gemma":[0.9963927,0.0006787754,0.00031495,0.0004235684,0.001186501,0.001003494],"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":[0.00002335802,0.00002696675,0.0001161317,0.0001597458,0.000005286804,0.00007992012,0.00001592614,0.00002223311,0.0001969845,0.0006675376,0.9572971,0.04138876],"study_design_scores_gemma":[0.000004693646,0.000008500002,0.0001887675,0.00007078301,0.000001835597,0.0001373272,0.00001569272,0.00001536135,0.00003569323,0.000208785,0.9993094,0.000003075809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0008528756,0.01934711,0.001273242,0.02698263,0.5574708,0.0001540521,0.001656873,0.002189604,0.3900728],"genre_scores_gemma":[0.003407283,0.01269022,0.001001437,0.02157327,0.1865274,0.0001348391,0.002105084,0.0009955481,0.7715649],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5114312,"threshold_uncertainty_score":0.7294946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334141740210586,"score_gpt":0.2881521436109048,"score_spread":0.2648107262087989,"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."}}