{"id":"W4389986083","doi":"10.1186/s13063-023-07815-x","title":"REtinal Detachment Outcomes Study (REDOS): study protocol for a factorial, randomized controlled trial","year":2023,"lang":"en","type":"article","venue":"Trials","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"Foundation Fighting Blindness; Université Laval","keywords":"Tamponade; Medicine; Randomized controlled trial; Retinal detachment; Pars plana; Visual acuity; Vitrectomy; Scleral buckle; Ophthalmology; Surgery; Retinal","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03607739,0.0004138956,0.00759131,0.0003226938,0.0001552122,0.00008110067,0.0001475824,0.0001097799,0.0003415215],"category_scores_gemma":[0.02792413,0.0002189574,0.002252852,0.0002923528,0.00004894851,0.0000514998,0.00007291654,0.0001644563,0.00008951226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005489582,"about_ca_system_score_gemma":0.00026108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006186945,"about_ca_topic_score_gemma":0.000004741784,"domain_scores_codex":[0.9908018,0.004065522,0.003095072,0.0005506129,0.001021365,0.0004656135],"domain_scores_gemma":[0.9885417,0.009550047,0.0009707545,0.0005017609,0.0002445195,0.0001911813],"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":[0.9796559,0.004162388,0.006229001,0.00006037437,0.003235183,0.00007114466,0.0005113146,0.000001028701,0.0001575876,0.00003336034,0.005604449,0.0002783008],"study_design_scores_gemma":[0.9835581,0.006653833,0.001149884,0.00003974242,0.002931225,0.000002315876,0.0006971781,0.00002543893,0.00008472289,0.0002113957,0.004429924,0.0002162466],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2594856,0.000004166293,0.00007833556,0.0003528647,0.001503836,0.7380519,0.000007735532,0.0002320629,0.0002835213],"genre_scores_gemma":[0.131169,0.000001365614,0.00006088391,0.0000619662,0.001718117,0.860901,0.0000142603,0.00004178341,0.006031584],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1283165,"threshold_uncertainty_score":0.9925612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2138449407183562,"score_gpt":0.5067049177029707,"score_spread":0.2928599769846145,"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."}}