{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0315137,0.006571875,0.0117076,0.001977114,0.002948347,0.00464833,0.002876947,0.006479681,0.09470691],"category_scores_gemma":[0.03562364,0.002889883,0.005309271,0.003472026,0.003171264,0.004093476,0.001997405,0.006831017,0.01480812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00388438,"about_ca_system_score_gemma":0.01243214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791641,"about_ca_topic_score_gemma":0.003383003,"domain_scores_codex":[0.9765793,0.01523936,0.002468588,0.002253489,0.001820615,0.001638636],"domain_scores_gemma":[0.9860507,0.004469601,0.003203667,0.00203092,0.002750422,0.001494798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.8807168,0.006673098,0.000924859,0.04504444,0.003390117,0.0002400218,0.0002982253,0.001447244,0.00138202,0.00634452,0.02942887,0.02410993],"study_design_scores_gemma":[0.9555104,0.008727239,0.001235749,0.005142179,0.001161385,0.00005132394,0.00008735419,0.001566662,0.0003915169,0.002762856,0.02329093,0.00007251592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001768965,0.0007967035,0.00234654,0.0003433363,0.0005030514,0.9902243,0.002674323,0.0001587803,0.001183987],"genre_scores_gemma":[0.00174431,0.0001817714,0.00210464,0.0002067314,0.00005249784,0.9950748,0.000237016,0.000009588544,0.0003886792],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09470691,"threshold_uncertainty_score":0.3168262,"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."}}