{"id":"W4404639239","doi":"10.51731/cjht.2024.1030","title":"Aflibercept (Eylea HD)","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aflibercept; Reimbursement; Diabetic macular edema; Medicine; Drug; Family medicine; Optometry; Intensive care medicine; Political science; Pharmacology; Surgery; Diabetic retinopathy; Diabetes mellitus; Health care","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004713747,0.0003599065,0.0003379994,0.001162324,0.0002722462,0.0007884379,0.0003497991,0.0004617656,0.008324088],"category_scores_gemma":[0.0005673862,0.0000784732,0.0003157453,0.0008487575,0.0002171043,0.0004181385,0.00018961,0.0006122966,0.002318417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541239,"about_ca_system_score_gemma":0.001424527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02886683,"about_ca_topic_score_gemma":0.08731098,"domain_scores_codex":[0.9997196,0.00004015836,0.00002187983,0.00003519682,0.0001445671,0.00003859197],"domain_scores_gemma":[0.9997855,0.00004555515,0.00005234043,0.000005103494,0.00008408709,0.00002739166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004415253,0.00008776387,0.000451695,0.002984616,0.00006672682,0.000211906,0.00003516625,0.0001158571,0.008419139,0.0009987026,0.02835711,0.9578298],"study_design_scores_gemma":[0.0003945581,0.0007712304,0.00632064,0.002293075,0.0002039177,0.002884321,0.00006186308,0.000106297,0.00724796,0.0003001844,0.9793938,0.0000220358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01289051,0.9049459,0.001059672,0.00186263,0.0003501264,0.0001441332,0.001345847,0.0001557412,0.07724542],"genre_scores_gemma":[0.2068584,0.7044873,0.004711974,0.005385689,0.0003905013,0.0001650534,0.00337391,0.00004357331,0.07458366],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02886683,"threshold_uncertainty_score":0.0573976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02528921341636235,"score_gpt":0.3209214808373789,"score_spread":0.2956322674210166,"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."}}