{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006510838,0.00004822077,0.00009090814,0.00003319265,0.00009158469,0.00001433922,0.00004218175,0.00002068262,0.0003227815],"category_scores_gemma":[0.0001124398,0.00003594635,0.00002055343,0.0002307227,0.0004577938,0.00005408822,0.00006520136,0.00003785592,0.00005515254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000176716,"about_ca_system_score_gemma":0.0001744453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001081841,"about_ca_topic_score_gemma":1.161604e-7,"domain_scores_codex":[0.9994028,0.000009281438,0.00005467863,0.0002458232,0.0001257366,0.0001616465],"domain_scores_gemma":[0.9995838,0.00001638902,0.00001419676,0.0001583784,0.00007144771,0.0001558232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000369513,0.0001689191,0.9673773,0.00001573074,0.0000143471,0.009640344,0.00003064496,2.455559e-7,0.01848949,0.001426875,0.00005584771,0.002743313],"study_design_scores_gemma":[0.0003235008,0.0001562814,0.9766407,0.00001292003,0.0000247033,0.0187442,0.0000375272,0.00003458432,0.003203499,0.0005717521,0.0002129372,0.0000373839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447966,0.0006059849,0.000002306469,0.0008373769,0.00007669102,0.00004429384,0.000001554363,0.00000795641,0.05362729],"genre_scores_gemma":[0.9946829,0.00002452965,0.0008278584,0.0001558667,0.00001709699,0.000002766546,0.00000230864,0.000002734059,0.004283905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04988638,"threshold_uncertainty_score":0.3534231,"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."}}