{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001731298,0.0003520484,0.0006296947,0.0004325406,0.0002121555,0.0004752704,0.0003504533,0.0004320539,0.00131185],"category_scores_gemma":[0.002071044,0.0002044833,0.001926329,0.0003749605,0.000320846,0.000318254,0.0002729945,0.0004336736,0.0001145803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003598201,"about_ca_system_score_gemma":0.0003918193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009770859,"about_ca_topic_score_gemma":0.001607568,"domain_scores_codex":[0.9989105,0.000623552,0.00008273529,0.0001675864,0.0001144439,0.0001011156],"domain_scores_gemma":[0.9975992,0.0009981486,0.0007897067,0.0001521681,0.0001621615,0.0002986813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0487877,0.0004501334,0.9394327,0.0001272322,0.00388412,0.0000783697,0.00003632614,0.0002851681,0.00133036,0.00003584969,0.0003206021,0.005231493],"study_design_scores_gemma":[0.003870626,0.01394703,0.9764984,0.00003056386,0.002928912,0.0002443981,0.00009294948,0.0009185226,0.000768217,0.00006957426,0.0006121499,0.00001871659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985231,0.0007561318,0.00008108888,0.00002984192,0.00001410837,0.00004216564,0.000301301,0.000002455172,0.000249803],"genre_scores_gemma":[0.9993975,0.00006886355,0.00006380217,0.00002578355,0.00002180158,0.00003384832,0.0003099831,0.000001093733,0.0000773166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001731298,"threshold_uncertainty_score":0.009156048,"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."}}