{"id":"W4291007012","doi":"10.1136/bjo-2021-320981","title":"Persistent subfoveal fluid in pneumatic retinopexy versus pars plana vitrectomy for rhegmatogenous retinal detachment: posthoc analysis of the PIVOT randomised trial","year":2022,"lang":"en","type":"article","venue":"British Journal of Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Metamorphopsia; Pars plana; Vitrectomy; Ophthalmology; Retinal detachment; Diabetic retinopathy; Visual acuity; Surgery; Retinal; Diabetes mellitus","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":[0.002401946,0.0001691052,0.001319497,0.0004592766,0.0001869306,0.00001803343,0.0003165218,0.0000901289,0.0005620074],"category_scores_gemma":[0.0008642197,0.0001505326,0.001715336,0.0007168613,0.0001268876,0.00004304372,0.0001045061,0.0004924518,5.463986e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002043881,"about_ca_system_score_gemma":0.0003251519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001900188,"about_ca_topic_score_gemma":0.000008704502,"domain_scores_codex":[0.9966359,0.0008374468,0.001301277,0.0002395755,0.0006110227,0.0003747959],"domain_scores_gemma":[0.9977361,0.0007781762,0.0009100211,0.000228355,0.0002120963,0.0001352797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.909233,0.00205774,0.04846929,0.0002754712,0.007281487,0.02233548,0.0008188674,0.001422863,0.004447011,0.00003334309,0.0008671529,0.002758232],"study_design_scores_gemma":[0.5309539,0.01539753,0.1143233,0.0004984053,0.01258376,0.3203672,0.002369857,0.001144686,0.0008453677,0.0001038081,0.0008781883,0.0005338827],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994549,0.002308179,0.00001094173,0.0004042713,0.0009995388,0.0009523156,0.00007085091,0.000004021992,0.0007009033],"genre_scores_gemma":[0.9992827,0.00009280774,0.000174178,0.00006065019,0.0001016378,0.00006756553,0.00004091471,0.00002128011,0.0001582528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3782791,"threshold_uncertainty_score":0.6153587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293531670118817,"score_gpt":0.2927690839090179,"score_spread":0.2598337672078297,"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."}}