{"id":"W908774522","doi":"","title":"A genetic variant in NRP1 is associated with worse response to ranibizumab treatment in neovascular age-related macular degeneration","year":2015,"lang":"en","type":"article","venue":"Kölner Universitäts PublikationsServer (Universität zu Köln)","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Macular degeneration; Ranibizumab; Medicine; Ophthalmology; Choroidal neovascularization; Oncology; Bevacizumab; Internal medicine; 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":[0.0003497697,0.0004226335,0.0005687503,0.001659923,0.0001843152,0.00009461348,0.0002329884,0.0002387309,0.0003902623],"category_scores_gemma":[0.0001002787,0.0004092764,0.0002222437,0.003097512,0.00008139509,0.00153664,0.0000972347,0.000199694,0.0001140281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00345317,"about_ca_system_score_gemma":0.001003864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002132466,"about_ca_topic_score_gemma":0.002757433,"domain_scores_codex":[0.9972281,0.0004411612,0.0003504257,0.0007630863,0.000648457,0.0005686955],"domain_scores_gemma":[0.9981171,0.0000728302,0.0001509929,0.0006261708,0.0003481,0.0006847287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06122883,0.01642937,0.5454333,0.0001302551,0.008697467,0.2338603,0.05458143,0.05129989,0.001837791,0.01057696,0.005793733,0.01013065],"study_design_scores_gemma":[0.05291879,0.003436138,0.9200037,0.0004931649,0.001964219,0.0002908328,0.006958682,0.006001953,0.0001377472,0.0005362563,0.006202661,0.001055818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918912,0.0002219815,0.0003738152,0.003773866,0.00007874451,0.001516369,0.00004528536,0.0001079858,0.001990738],"genre_scores_gemma":[0.9869301,0.00002873734,0.001648225,0.0002783559,0.00001785416,0.00002122366,0.000386094,0.00004761265,0.01064178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3745704,"threshold_uncertainty_score":0.9998359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881749105827615,"score_gpt":0.229316074052142,"score_spread":0.2104985829938658,"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."}}