{"id":"W2738778699","doi":"","title":"Intraocular cytokines in neovascular age-related macular degeneration non-responder to ranibizumab treatment","year":2017,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Macular degeneration; Ranibizumab; Medicine; Ophthalmology; Internal medicine; Bevacizumab; Chemotherapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004054469,0.000326504,0.0004902559,0.0003322985,0.0006542587,0.000138245,0.0003678333,0.0001308778,0.0001220213],"category_scores_gemma":[0.0005886645,0.0002526444,0.000155659,0.0005381929,0.002109751,0.0003502653,0.0001562999,0.0001336455,0.0001263149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004800938,"about_ca_system_score_gemma":0.0005087723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253282,"about_ca_topic_score_gemma":0.00002693777,"domain_scores_codex":[0.9976028,0.0001190875,0.0003596346,0.0008604092,0.000493123,0.0005649769],"domain_scores_gemma":[0.998339,0.00003498963,0.0001601235,0.0006823076,0.0001848527,0.0005987491],"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":[0.0003165092,0.0005713853,0.2044112,0.00001226962,0.0001249874,0.009375978,0.000754528,0.0001728258,0.7827737,0.0001514169,0.0000156346,0.001319614],"study_design_scores_gemma":[0.002456986,0.001883635,0.7091094,0.0001087968,0.00010806,0.0003839547,0.00006018871,0.0007500596,0.2836681,0.001198151,0.00005863456,0.0002139858],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960561,0.0001361856,0.000007290021,0.00127896,0.0001845262,0.001051005,0.000007682595,0.0000242358,0.001253974],"genre_scores_gemma":[0.9976723,0.00001215359,0.00126218,0.0002345502,0.00004900272,0.0001448165,0.00003230276,0.00002185257,0.0005708227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5046983,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04497123626881624,"score_gpt":0.3749031827752268,"score_spread":0.3299319465064106,"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."}}