{"id":"W3211644911","doi":"10.1016/j.xops.2021.100076","title":"TENAYA and LUCERNE","year":2021,"lang":"en","type":"article","venue":"Ophthalmology Science","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Roche (Canada)","funders":"Roche","keywords":"Business","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":[0.004910131,0.0009222539,0.0008499868,0.001023243,0.0007151479,0.002402968,0.001234741,0.00180956,0.04657025],"category_scores_gemma":[0.004108234,0.0002760492,0.0008033289,0.0006919832,0.001173627,0.001278468,0.001813452,0.002788402,0.01323665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713641,"about_ca_system_score_gemma":0.00411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001607223,"about_ca_topic_score_gemma":0.004159755,"domain_scores_codex":[0.9967008,0.001324015,0.0001582871,0.0005615337,0.0008829512,0.0003723736],"domain_scores_gemma":[0.9981928,0.0003357033,0.0002961174,0.0001618483,0.0003434985,0.000669858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008035412,0.001009297,0.003318454,0.002368937,0.0001844888,0.0007021981,0.0002180946,0.0005586497,0.008110925,0.05455733,0.207119,0.7138173],"study_design_scores_gemma":[0.002115798,0.002068161,0.001791604,0.000777043,0.00009146296,0.0009165737,0.00005968302,0.0003687919,0.001968513,0.004025991,0.9857764,0.00003996654],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02940495,0.2058845,0.02043176,0.07592245,0.01688719,0.005082162,0.004965902,0.002975157,0.6384459],"genre_scores_gemma":[0.2189431,0.07973123,0.03922053,0.06242664,0.007123569,0.006484187,0.006988748,0.0007382522,0.5783437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04657025,"threshold_uncertainty_score":0.155793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979379652832676,"score_gpt":0.3382839112975819,"score_spread":0.3184901147692552,"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."}}