{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005444,0.000439893,0.000490881,0.001278189,0.0002984748,0.0004706267,0.0003661537,0.0006513734,0.003708957],"category_scores_gemma":[0.001723076,0.0002102777,0.00065411,0.0007693812,0.0005498797,0.0008037596,0.0005297647,0.0005942619,0.000966757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002295384,"about_ca_system_score_gemma":0.0003693149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003117601,"about_ca_topic_score_gemma":0.0005340231,"domain_scores_codex":[0.9993498,0.00009575602,0.00008452051,0.0001711322,0.0002154525,0.00008337998],"domain_scores_gemma":[0.9984096,0.0005437457,0.0005788532,0.0002431663,0.0001342238,0.00009035787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008604245,0.002203068,0.1889825,0.002190902,0.0003349065,0.01204253,0.0003722662,0.000750037,0.3151737,0.00154832,0.00241866,0.4653787],"study_design_scores_gemma":[0.001821941,0.04694142,0.343791,0.0005065557,0.0008092162,0.3131619,0.0003928308,0.002265232,0.2419986,0.0006099504,0.04750007,0.0002012481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9618639,0.01509109,0.01699543,0.0002249433,0.000147691,0.000274913,0.0003472567,0.0001973672,0.004857485],"genre_scores_gemma":[0.9702743,0.005797218,0.01745927,0.0003881203,0.0001097792,0.0001648878,0.0007067863,0.00004727444,0.005052386],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003708957,"threshold_uncertainty_score":0.01240772,"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."}}