{"id":"W4228996730","doi":"10.1016/j.oret.2021.11.003","title":"Vascular Abnormalities May Progress in Branch Vein Occlusion Despite Resolution of Macular Edema","year":2021,"lang":"en","type":"article","venue":"Ophthalmology Retina","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Novartis Pharma; DalCor Pharmaceuticals; AbbVie; Bayer","keywords":"Medicine; Macular edema; Ophthalmology; Branch retinal vein occlusion; Occlusion; Edema; Cardiology; Surgery; Retinal","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004377154,0.0001540908,0.0004426974,0.0001489745,0.00007363043,0.000007839842,0.00008833069,0.0002096238,0.001212068],"category_scores_gemma":[0.0001728612,0.0001432257,0.0001688508,0.0003857411,0.000283369,0.00005965557,0.0001200005,0.0002258512,0.00005126389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005482362,"about_ca_system_score_gemma":0.000148249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002976663,"about_ca_topic_score_gemma":0.000001980169,"domain_scores_codex":[0.9984597,0.0002375241,0.0004166077,0.0003221176,0.0002461017,0.000317971],"domain_scores_gemma":[0.999123,0.00008358549,0.0001082543,0.0003751302,0.0002249203,0.00008506345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004938166,0.0008755943,0.9568871,0.0007787599,0.0001541364,0.01445061,0.0008812012,0.00002210299,0.02085602,0.002504078,0.0005081327,0.001588454],"study_design_scores_gemma":[0.001774495,0.0006763074,0.963712,0.0006510752,0.0001462318,0.01776938,0.0002650135,0.000264599,0.01125262,0.001711747,0.001547933,0.0002285357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831976,0.00325849,0.00002249306,0.001778619,0.0001105427,0.0002702052,0.00001126971,0.00002321287,0.01132754],"genre_scores_gemma":[0.9943443,0.00008080377,0.00179359,0.00005949568,0.00007011789,0.00003158188,0.0001567259,0.00001786082,0.003445538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01114666,"threshold_uncertainty_score":0.999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01723656301308802,"score_gpt":0.2984334006872455,"score_spread":0.2811968376741575,"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."}}