{"id":"W3156776099","doi":"10.1111/aos.14876","title":"The history of pneumatic retinopexy: have we come full circle?","year":2021,"lang":"en","type":"review","venue":"Acta Ophthalmologica","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Scleral buckle; Vitrectomy; Tamponade; Retinal detachment; Pars plana; Medicine; Randomized controlled trial; Ophthalmology; Surgery; Retinal; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004390959,0.000633656,0.001375233,0.002575433,0.002065078,0.004391323,0.001234566,0.005992482,0.00846504],"category_scores_gemma":[0.02477077,0.0004168474,0.0008099588,0.002413017,0.007822522,0.01311209,0.001860818,0.01463208,0.003349714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002663929,"about_ca_system_score_gemma":0.003173936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004049927,"about_ca_topic_score_gemma":0.006046983,"domain_scores_codex":[0.9980838,0.0006546628,0.0002824482,0.0003029877,0.0005199014,0.0001561601],"domain_scores_gemma":[0.9849463,0.008855719,0.001086251,0.0005971573,0.002992076,0.001522639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002692958,0.0001037107,0.002831028,0.002662995,0.00007137419,0.001162138,0.001464793,0.0001370526,0.0002639142,0.02847956,0.3992897,0.5632644],"study_design_scores_gemma":[0.000027284,0.0001000155,0.001919357,0.006413476,0.00004612396,0.004272172,0.001489628,0.00005647821,0.0001425422,0.02170956,0.9637442,0.00007917214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006639325,0.766531,0.0003395174,0.208122,0.02086021,0.000003956402,0.00003845144,0.00002707539,0.003413879],"genre_scores_gemma":[0.009397089,0.8060083,0.0008771849,0.1163833,0.06381038,0.00001764298,0.00007779208,0.00006803781,0.00336021],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00846504,"threshold_uncertainty_score":0.02831841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006553524651174,"score_gpt":0.3363998124721899,"score_spread":0.2357444600070725,"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."}}