{"id":"W2041578908","doi":"10.1159/000310009","title":"Efficacy of Panretinal Photocoagulation in Central Retinal Vein Occlusion","year":2010,"lang":"en","type":"article","venue":"Ophthalmologica","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Panretinal photocoagulation; Central retinal vein occlusion; Neovascularization; Ophthalmology; Branch retinal vein occlusion; Diabetic retinopathy; Occlusion; Retinal Vein; Laser coagulation; Retinal; Surgery; Macular edema; Visual acuity; Internal medicine; Diabetes mellitus; Angiogenesis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002081117,0.0001098771,0.0002337315,0.00009831201,0.00004956242,0.000006191628,0.00008729504,0.0001342619,0.002848768],"category_scores_gemma":[0.0003295937,0.00008487425,0.00009375495,0.0002154834,0.0001307943,0.00003628704,0.00004829072,0.0003498279,0.00002761243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002144321,"about_ca_system_score_gemma":0.00005621413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006224091,"about_ca_topic_score_gemma":0.00000406857,"domain_scores_codex":[0.9990005,0.00003906916,0.000303286,0.0002150932,0.0002006863,0.0002412958],"domain_scores_gemma":[0.999412,0.0001054684,0.00009935657,0.0002182334,0.00006505888,0.00009989127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001459119,0.000999444,0.5863598,0.00006128871,0.00001199806,0.001003487,0.0002475945,0.0000194655,0.4062591,0.001709873,0.0001623162,0.001706502],"study_design_scores_gemma":[0.001143487,0.0005911216,0.9900203,0.000063826,0.00002109816,0.001511941,0.00003787394,0.0002569613,0.005382797,0.0005996162,0.0002834626,0.00008752839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719591,0.00001177887,0.00001556972,0.0004836711,0.0001067567,0.0005313727,0.000005383216,0.00002203738,0.0268643],"genre_scores_gemma":[0.9970835,0.000003181059,0.002192575,0.00002906921,0.00009585528,0.00001919848,0.00006117053,0.000007276301,0.0005082107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4036605,"threshold_uncertainty_score":0.9980628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183957317529082,"score_gpt":0.308933745073717,"score_spread":0.2870941718984262,"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."}}