{"id":"W2918839347","doi":"10.1097/iae.0000000000002484","title":"SUTURELESS CLOSURE OF 23- AND 25-GAUGE LEAKING SCLEROTOMIES WITH THE SCLERAL NEEDLING TECHNIQUE","year":2019,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Dry needling; Closure (psychology); Ophthalmology; Medicine; Acupuncture","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":[0.0003538511,0.0001219537,0.0002763881,0.00007352766,0.00005216538,0.00001405651,0.00006415212,0.00007704557,0.00002593508],"category_scores_gemma":[0.0000283258,0.00006638311,0.00006879165,0.0001816515,0.0001209818,0.00004113916,0.00004646863,0.0002321113,0.000006196891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001197267,"about_ca_system_score_gemma":0.00003759021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006028295,"about_ca_topic_score_gemma":0.000003948161,"domain_scores_codex":[0.9992499,0.00004108453,0.0001484861,0.0001698493,0.0002136105,0.0001770437],"domain_scores_gemma":[0.9994571,0.00008173542,0.0001021661,0.0002323093,0.00007989564,0.00004677449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009312346,0.00009622603,0.768029,0.001298713,0.0001498503,0.00007435061,0.001064272,0.000009196962,0.2152986,0.007514132,0.001327763,0.00420668],"study_design_scores_gemma":[0.003246002,0.001323091,0.7493648,0.005330823,0.0003210462,0.001020679,0.002270382,0.0001959889,0.1731793,0.0002993495,0.0628059,0.0006426644],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993497,0.0003610092,0.00009936882,0.001349912,0.00003939619,0.0006480377,0.000001933855,0.00003759512,0.003965789],"genre_scores_gemma":[0.9983625,0.00008000537,0.0005166231,0.0002230884,0.00008774274,0.00002436103,0.000006385336,0.00002085636,0.0006784106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06147813,"threshold_uncertainty_score":0.2707025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007058952232128437,"score_gpt":0.2179347453110685,"score_spread":0.21087579307894,"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."}}