{"id":"W2481202793","doi":"10.1097/iae.0000000000001214","title":"SUPRACHOROIDAL BUCKLING FOR THE MANAGEMENT OF RHEGMATOGENOUS RETINAL DETACHMENTS SECONDARY TO PERIPHERAL RETINAL BREAKS","year":2016,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Retinal detachment; Medicine; Vitrectomy; Ophthalmology; Retinal; Cannula; Visual acuity; Tamponade; Surgery","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":[0.000948546,0.0002432195,0.0004089405,0.00008025552,0.0001741074,0.00002046588,0.0002309066,0.0000874632,0.0003582824],"category_scores_gemma":[0.00007625865,0.0001361049,0.0003138317,0.000169812,0.000116863,0.00006008161,0.0001450656,0.000151605,0.00004410504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009889865,"about_ca_system_score_gemma":0.00007975467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002870506,"about_ca_topic_score_gemma":0.000003060861,"domain_scores_codex":[0.9980226,0.00006367993,0.000506422,0.0004192059,0.0004706725,0.000517386],"domain_scores_gemma":[0.9987124,0.0002039342,0.0001664629,0.0005222574,0.0001895437,0.0002053706],"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":[0.01399722,0.000817193,0.08524892,0.003739337,0.002075155,0.0008531216,0.001569072,0.00001562603,0.1340128,0.006648064,0.01933814,0.7316854],"study_design_scores_gemma":[0.009624959,0.003750816,0.3173365,0.005241017,0.001940838,0.002195286,0.001996316,0.0002155601,0.07343134,0.0008741978,0.5820845,0.001308661],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618375,0.0009578078,0.01789792,0.007014904,0.0004511656,0.001771059,0.0000572683,0.00008430774,0.009928091],"genre_scores_gemma":[0.9840115,0.0002661853,0.007846537,0.0005228607,0.0002848171,0.0001593598,0.00001613229,0.00005141177,0.00684124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7303767,"threshold_uncertainty_score":0.5550196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620449514091083,"score_gpt":0.2812617758118607,"score_spread":0.2650572806709499,"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."}}