{"id":"W4391930651","doi":"10.1016/j.ophtha.2024.02.014","title":"TENAYA and LUCERNE","year":2024,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"Roche (Canada)","funders":"F. Hoffmann-La Roche; Roche","keywords":"Medicine","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":[0.00001861272,0.00005485849,0.00009469974,0.00003497645,0.00001525702,0.000008977346,0.00001304186,0.0000358129,0.0007053707],"category_scores_gemma":[0.0000104757,0.00003777855,0.00003424881,0.00004613474,0.00004115871,0.00001665554,0.00001771694,0.00004489048,0.0002394355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001178293,"about_ca_system_score_gemma":0.00002044311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002577453,"about_ca_topic_score_gemma":6.177387e-8,"domain_scores_codex":[0.9996552,0.000008434308,0.00005263596,0.0001452535,0.00004108827,0.00009733148],"domain_scores_gemma":[0.9998065,0.00002291909,0.000004818596,0.00007869067,0.000008323204,0.00007875721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004785147,0.0004230555,0.8357549,0.0006887186,0.0006229501,0.09489047,0.0001521053,3.701823e-7,0.002655766,0.0131334,0.004756432,0.04644334],"study_design_scores_gemma":[0.0005188023,0.0007706361,0.9481465,0.00008917221,0.0001971611,0.03728336,0.00002136509,0.00014832,0.0001476949,0.002789972,0.00980993,0.0000771006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383625,0.004970802,0.000002429556,0.0009812803,0.000125033,0.00007665259,0.000004565088,0.00003141674,0.05544533],"genre_scores_gemma":[0.9894753,0.00006559562,0.0001216597,0.00005862578,0.00006610141,0.000007787899,0.00001175492,0.00000938149,0.01018381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1123916,"threshold_uncertainty_score":0.7723314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735916366057839,"score_gpt":0.3363481399266717,"score_spread":0.3189889762660933,"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."}}