{"id":"W2801065673","doi":"10.1111/aos.13751","title":"Predictors of visual outcomes in patients with neovascular age‐related macular degeneration treated with anti‐vascular endothelial growth factor therapy: <i>post hoc</i> analysis of the <scp>VIEW</scp> studies","year":2018,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Regeneron Pharmaceuticals; Bayer","keywords":"Ranibizumab; Medicine; Macular degeneration; Aflibercept; Ophthalmology; Visual acuity; Choroidal neovascularization; Diabetic retinopathy; Post-hoc analysis; Retinal; Retrospective cohort study; Bevacizumab; Surgery; Diabetes mellitus; Internal medicine; Chemotherapy; Endocrinology","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":[],"consensus_categories":[],"category_scores_codex":[0.000114402,0.0003693018,0.00111252,0.0002623597,0.0001007006,0.00001251116,0.0001814545,0.0001310258,0.00005044348],"category_scores_gemma":[0.0002136209,0.0001674116,0.000460201,0.001215304,0.0004473657,0.00009680443,0.00006088907,0.0001138045,0.0000015818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006378436,"about_ca_system_score_gemma":0.00005951968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001619347,"about_ca_topic_score_gemma":0.00001024295,"domain_scores_codex":[0.9978379,0.0002470834,0.0004942048,0.0004447903,0.0006797003,0.0002963439],"domain_scores_gemma":[0.9983184,0.0001500418,0.0003809732,0.0004968541,0.0005626134,0.00009106546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004904243,0.001663983,0.9815308,0.0000356458,0.01374489,0.000106377,0.0004386031,0.00001928418,0.001886692,0.000004138406,0.000003955777,0.00007519136],"study_design_scores_gemma":[0.004905233,0.007063369,0.9780904,0.00009063779,0.003570591,0.000008494712,0.0001498042,0.00002253,0.006001621,0.000005553622,0.000009458481,0.00008227792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979765,0.0006078758,0.000001115741,0.00002251386,0.00004256607,0.001101414,0.0001315304,0.00002513351,0.00009138326],"genre_scores_gemma":[0.999244,0.0002724544,0.000065855,0.0000449349,0.0000162206,0.00004209522,0.0002219283,0.00002943464,0.00006311609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0101743,"threshold_uncertainty_score":0.6826845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599468301223902,"score_gpt":0.2701841486607296,"score_spread":0.2541894656484905,"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."}}