{"id":"W2045635793","doi":"10.1097/iae.0b013e31819bab72","title":"DYE EXTRUSION TECHNIQUE (DE-TECH)","year":2009,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Proliferative vitreoretinopathy; Tamponade; Vitrectomy; Retinal detachment; Medicine; Visual acuity; Ophthalmology; Retinal; Surgery; Trypan blue; Occult; Pathology; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002814753,0.00008951509,0.0001644252,0.00006930712,0.00004042121,0.000007058347,0.00004863588,0.00009847799,0.0002033431],"category_scores_gemma":[0.00009851574,0.00007012802,0.00009882612,0.0001446519,0.00002232057,0.00002459831,0.00001753999,0.0001635731,0.00007317176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004178823,"about_ca_system_score_gemma":0.00004260828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009783243,"about_ca_topic_score_gemma":1.350825e-7,"domain_scores_codex":[0.9993392,0.00002522056,0.0001291161,0.0001509634,0.000153221,0.0002022349],"domain_scores_gemma":[0.9995854,0.00001785475,0.00003514644,0.0002152778,0.00003849822,0.0001078288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002225013,0.0001845292,0.005709081,0.00008771614,0.00001011744,0.0008040615,0.0000805661,3.614912e-7,0.8523273,0.001722846,0.01663426,0.1222166],"study_design_scores_gemma":[0.0007027499,0.0009668391,0.1580561,0.0008477877,0.00007075248,0.002374005,0.00005117039,0.0001309614,0.4453712,0.006635594,0.384413,0.00037983],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8456736,0.0005419541,0.00502295,0.006621772,0.00009126514,0.0005161569,0.000001303834,0.0003685524,0.1411624],"genre_scores_gemma":[0.991524,0.0001642632,0.003237637,0.001137294,0.0001560957,0.00001139389,0.00000829859,0.00001141815,0.003749647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4069561,"threshold_uncertainty_score":0.2859738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0087601865249651,"score_gpt":0.2766497173994281,"score_spread":0.267889530874463,"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."}}