{"id":"W6977093182","doi":"10.6084/m9.figshare.2246182","title":"Cost-effectiveness of ranibizumab in the treatment of visual impairment due to diabetic macular edema","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ranibizumab; Combination therapy; Diabetic macular edema; Visual acuity; Population; Visual impairment; 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":[],"category_scores_codex":[0.00005800488,0.0001042379,0.0001901384,0.00007400849,0.000008802427,0.000005502469,0.0001252544,0.00003544958,0.003267159],"category_scores_gemma":[0.00007350636,0.00005606486,0.00006326494,0.0001669338,0.000004065624,0.00002752212,0.00001593523,0.00002579167,0.00004709053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295108,"about_ca_system_score_gemma":0.00001121726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008054678,"about_ca_topic_score_gemma":0.000008379731,"domain_scores_codex":[0.9993955,0.00003992894,0.0001268874,0.00009307793,0.0001582148,0.0001863944],"domain_scores_gemma":[0.9994753,0.000287282,0.00001025308,0.0001557663,0.00003000688,0.00004137473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006106363,0.001346317,0.002117356,0.0100478,0.0006019271,0.000436464,0.007711119,0.09242955,0.237716,0.00008892232,0.01177355,0.6351203],"study_design_scores_gemma":[0.004799377,0.002834943,0.46833,0.006349047,0.00002353196,0.00002881372,0.000118233,0.00836507,0.4968854,0.00008092797,0.01164117,0.0005434319],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871218,0.000299014,0.00002972122,0.00001748406,0.00003594121,0.0008606556,0.01147261,0.00003390515,0.0001288437],"genre_scores_gemma":[0.9990246,0.000007852406,0.00001132744,0.000001377019,0.00002035378,0.0004239199,0.000487118,0.00001349548,0.000009992048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6345769,"threshold_uncertainty_score":0.997644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02872879040803312,"score_gpt":0.2917146798832004,"score_spread":0.2629858894751673,"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."}}