{"id":"W4324026748","doi":"10.1097/icb.0000000000001410","title":"FLUID–FLUID EXCHANGE AND EXTERNAL NEEDLE DRAINAGE WITH MINIMAL GAS VITRECTOMY ASSOCIATED WITH RETINAL DISPLACEMENT","year":2023,"lang":"en","type":"article","venue":"Retinal Cases & Brief Reports","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Vitrectomy; Displacement (psychology); Retinal; Ophthalmology; Visual acuity","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001117704,0.0004945903,0.0007647141,0.0002661354,0.0002574102,0.0001032836,0.00006816948,0.0001405157,0.0002928948],"category_scores_gemma":[0.0005206118,0.0003619936,0.0001753886,0.00074072,0.0003187949,0.0001594676,0.0001427548,0.0003444719,0.00001647233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463147,"about_ca_system_score_gemma":0.0002469187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003991566,"about_ca_topic_score_gemma":0.00005763902,"domain_scores_codex":[0.996299,0.0001393974,0.0006463394,0.0008928093,0.001172781,0.0008496243],"domain_scores_gemma":[0.9979368,0.0002672242,0.0004543201,0.0005290565,0.0002914886,0.0005211004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.00921346,0.0005407727,0.3893277,0.0008501988,0.0004948215,0.5574886,0.0009640083,0.000007080002,0.02237361,0.0001104857,0.01295864,0.005670636],"study_design_scores_gemma":[0.004692889,0.009591485,0.6758948,0.005410525,0.001672807,0.2381427,0.001333604,0.0004581912,0.009760645,0.0001278649,0.05132816,0.001586295],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911497,0.0009207476,0.000086926,0.0007804017,0.0001223519,0.0007277105,0.00002160529,0.0003052333,0.005885352],"genre_scores_gemma":[0.9916488,0.0001866832,0.0002907755,0.0003401665,0.0002983653,0.0001158606,0.0002604163,0.00009883458,0.006760115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3193459,"threshold_uncertainty_score":0.9998832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652257724806832,"score_gpt":0.2554826863865245,"score_spread":0.2389601091384562,"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."}}