{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002964978,0.001128736,0.00358582,0.0003201551,0.0002897122,0.001086595,0.0006687068,0.001414868,0.004976213],"category_scores_gemma":[0.006055636,0.0005205922,0.002853525,0.0003512614,0.0009654881,0.0009440347,0.0006047898,0.001884735,0.000405941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008547654,"about_ca_system_score_gemma":0.001292353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265792,"about_ca_topic_score_gemma":0.002441025,"domain_scores_codex":[0.9967816,0.002329629,0.0001850781,0.0002589876,0.0001716574,0.0002728842],"domain_scores_gemma":[0.997502,0.001207096,0.0006778357,0.0001789105,0.0001297642,0.0003044619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9893937,0.0005073294,0.0006817658,0.0007525858,0.001238131,0.00002738362,0.0000298356,0.0001242114,0.0003372553,0.0000847639,0.0002220379,0.006600963],"study_design_scores_gemma":[0.9271592,0.06471251,0.004651501,0.0001522113,0.001659444,0.00004057494,0.00006976187,0.000498577,0.0002321938,0.0004044461,0.0004004416,0.00001919485],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874833,0.007669041,0.0006188443,0.000563863,0.0009188756,0.001262673,0.0005049921,0.00005046177,0.000927985],"genre_scores_gemma":[0.9949533,0.001606895,0.0005688501,0.0002673686,0.0003470273,0.0009467382,0.0002192929,0.000009299742,0.001081162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004976213,"threshold_uncertainty_score":0.0166471,"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."}}