{"id":"W4224320870","doi":"10.1097/iae.0000000000003346","title":"Correspondence","year":2021,"lang":"en","type":"letter","venue":"Retina","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004114649,0.0005165078,0.0005273349,0.0004451556,0.00175733,0.001256607,0.0005508938,0.004479685,0.1543319],"category_scores_gemma":[0.005372912,0.0002225078,0.0003696393,0.0002350921,0.0004796967,0.0008455692,0.0005467875,0.005677836,0.09148109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001265517,"about_ca_system_score_gemma":0.001137678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002216785,"about_ca_topic_score_gemma":0.003702068,"domain_scores_codex":[0.9995162,0.0001211559,0.00002560808,0.00008928011,0.0001393621,0.0001083459],"domain_scores_gemma":[0.9985335,0.0004291168,0.0000604253,0.00004452037,0.0004434848,0.0004888536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001829661,0.000008489132,0.0001664102,0.00002104275,0.000002482867,0.000678692,0.00002496789,0.00001763213,0.00005875869,0.0007151055,0.9910904,0.007197831],"study_design_scores_gemma":[0.00003426748,0.00002076888,0.0004827927,0.0001138287,0.000004202154,0.003051665,0.0001080608,0.0001098814,0.00009983591,0.001049732,0.994913,0.00001191311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001683611,0.007761896,0.0003667409,0.6502525,0.07815387,0.0001082199,0.0004905222,0.0002630977,0.2609196],"genre_scores_gemma":[0.03410278,0.008086074,0.0006189859,0.4758455,0.05274603,0.0001411371,0.0004006475,0.0002157388,0.4278432],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8456681,"threshold_uncertainty_score":0.5162917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363324684366347,"score_gpt":0.2815524265918276,"score_spread":0.2579191797481641,"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."}}