{"id":"W4319870536","doi":"10.1097/iae.0000000000003758","title":"Correspondence","year":2023,"lang":"en","type":"letter","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Centre Hospitalier de l’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":[0.0005061479,0.0005522565,0.0006436461,0.0005224508,0.00176254,0.001530421,0.0006213783,0.005008566,0.1161763],"category_scores_gemma":[0.00576049,0.0002139696,0.0003796919,0.0002382626,0.0004832501,0.0006022904,0.0006302843,0.006081193,0.0789552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782516,"about_ca_system_score_gemma":0.001800591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003197015,"about_ca_topic_score_gemma":0.006440406,"domain_scores_codex":[0.9993231,0.0001226073,0.00003028247,0.000126097,0.0002584454,0.0001395144],"domain_scores_gemma":[0.9986141,0.0003329465,0.00005596312,0.00005121839,0.0005020338,0.0004437659],"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":[0.0000147048,0.00001077997,0.0001903372,0.00002065508,0.000003412048,0.0006166364,0.0000235667,0.00001765785,0.00006158071,0.0009493174,0.9902347,0.007856661],"study_design_scores_gemma":[0.00002649789,0.00001638993,0.0004714454,0.0000778192,0.00000336015,0.001213274,0.00005910097,0.0000556971,0.00005926912,0.0007786713,0.9972308,0.000007593555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001173718,0.005697954,0.0003169205,0.6121727,0.08514845,0.0001284467,0.000507558,0.0002091474,0.2946451],"genre_scores_gemma":[0.01880354,0.004799576,0.0006291962,0.4408437,0.05318893,0.0001781392,0.0003805951,0.0001721104,0.4810041],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8838237,"threshold_uncertainty_score":0.3886484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04182438213847716,"score_gpt":0.2936432511507571,"score_spread":0.2518188690122799,"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."}}