{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421397,0.0004984871,0.0006946308,0.0004919363,0.0003139692,0.0007577153,0.0004790649,0.0004369109,0.01888823],"category_scores_gemma":[0.0009770469,0.0001137716,0.0004914522,0.0003550556,0.0003841613,0.0004482966,0.0004594176,0.0006680434,0.002515065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007834171,"about_ca_system_score_gemma":0.001108186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002915661,"about_ca_topic_score_gemma":0.006026523,"domain_scores_codex":[0.9992622,0.0002914861,0.0000418527,0.0001309822,0.0001615483,0.0001120423],"domain_scores_gemma":[0.999508,0.00007415361,0.0001592035,0.00004265091,0.00006944509,0.0001465086],"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":[0.06765993,0.003479875,0.01659466,0.003494932,0.0006410808,0.0008054175,0.0002099184,0.0005997948,0.03511649,0.005990095,0.04278601,0.8226219],"study_design_scores_gemma":[0.03730224,0.07347036,0.08985982,0.002181237,0.001708209,0.00603001,0.0003751674,0.00199756,0.02855557,0.002501574,0.7558828,0.0001354245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5191483,0.245091,0.002939154,0.008455301,0.002145336,0.001805187,0.004770982,0.001150288,0.2144946],"genre_scores_gemma":[0.8821113,0.0262352,0.003144415,0.005402893,0.0006126482,0.0007159397,0.003915554,0.00008802682,0.07777399],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01888823,"threshold_uncertainty_score":0.06318742,"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."}}