{"id":"W3040737600","doi":"10.1111/ceo.13827","title":"Natural history and outcomes of stage 3 retinopathy of prematurity persisting beyond 40 weeks of post‐menstrual age: Dilemma for treatment and follow up","year":2020,"lang":"en","type":"article","venue":"Clinical and Experimental Ophthalmology","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Retinopathy of prematurity; Pediatrics; Stage (stratigraphy); Natural history; Univariate analysis; Retrospective cohort study; Multivariate analysis; Surgery; Gestational age; Internal medicine; Pregnancy","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":[0.0002346666,0.0002249694,0.00132482,0.0000420336,0.0000477164,0.000002806688,0.00006260072,0.0001739277,0.00002627937],"category_scores_gemma":[0.0007049619,0.0001735528,0.0002211165,0.00002839894,0.001308644,0.00004587457,0.000190694,0.0001341692,1.901647e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000319494,"about_ca_system_score_gemma":0.0000408925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007325138,"about_ca_topic_score_gemma":0.000001307759,"domain_scores_codex":[0.9983845,0.0001056315,0.0007722036,0.0004237812,0.0001233718,0.0001904552],"domain_scores_gemma":[0.9986258,0.0006133227,0.0003398398,0.0001560945,0.00009497014,0.0001700166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01022456,0.00115425,0.8371214,0.001599285,0.0008206415,0.0002389928,0.01565776,1.109123e-7,0.1315334,0.0003161485,0.0002225033,0.001110969],"study_design_scores_gemma":[0.01809966,0.03164728,0.8717393,0.0001910983,0.0006139831,0.0006970327,0.01173544,0.0001095169,0.064295,0.0001088963,0.0003450791,0.0004176847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865593,0.0114772,3.566601e-7,0.0006847169,0.00034517,0.0005681915,0.00007842213,0.00001097284,0.0002757098],"genre_scores_gemma":[0.9973059,0.00008265962,0.002145657,0.000116418,0.00005654712,0.00001769561,0.00002091365,0.00001484706,0.0002394201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06723843,"threshold_uncertainty_score":0.7077277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0849911243162138,"score_gpt":0.3665271635701877,"score_spread":0.2815360392539739,"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."}}