{"id":"W2903913788","doi":"10.4103/tjo.tjo_83_18","title":"Special considerations for pediatric vitreoretinal surgery","year":2018,"lang":"en","type":"review","venue":"Taiwan Journal of Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Sclera; Vitrectomy; Retinal detachment; Ophthalmology; Pediatric ophthalmology; Surgery; Microphthalmos; Posterior segment of eyeball; Vitreoretinal surgery; Optometry; Retinal; Visual acuity; Strabismus","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001567022,0.0004254305,0.003630643,0.0009397216,0.0001197181,0.00002927115,0.0001420741,0.0004545268,0.00226881],"category_scores_gemma":[0.002646186,0.0003094019,0.002572999,0.0002764781,0.0002353677,0.00006638456,0.00004673409,0.0006375292,0.00008590559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052381,"about_ca_system_score_gemma":0.002886816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.223671e-7,"about_ca_topic_score_gemma":6.297029e-8,"domain_scores_codex":[0.9966761,0.0003451381,0.001904138,0.0003052149,0.0003220457,0.0004472971],"domain_scores_gemma":[0.9945665,0.002083964,0.001932982,0.0002848929,0.000811219,0.0003204634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001065557,0.0008237808,0.002420499,0.0401381,0.002094427,0.07211853,0.0001012277,2.135173e-7,0.000001558507,0.000824687,0.6945645,0.1858469],"study_design_scores_gemma":[0.0002739668,0.0006518273,0.00005423934,0.001836465,0.00279375,0.3478405,0.000007304658,1.293812e-7,9.243992e-7,0.0006865787,0.6456572,0.0001971858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007696839,0.9893968,0.00003541771,0.0002522317,0.005306543,0.0005767058,0.00005114742,0.000009266773,0.003602244],"genre_scores_gemma":[0.0001407793,0.9458498,0.002157551,0.00004888351,0.05061996,0.00002803351,0.00005390055,0.00008406826,0.001017007],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2757219,"threshold_uncertainty_score":0.9999358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224802968954435,"score_gpt":0.375933115273681,"score_spread":0.2534528183782375,"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."}}