{"id":"W2967274705","doi":"10.1093/pch/pxz085","title":"Refining evidence-based retinopathy of prematurity screening guidelines: The SCREENROP study","year":2019,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network; McMaster University; McMaster Children's Hospital; Impact; Hamilton Health Sciences; Surgical Specialties (Canada)","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Retinopathy of prematurity; Medicine; Gestational age; Pediatrics; Birth weight; Logistic regression; Cohort; Retrospective cohort study; Blinding; Cohort study; Intensive care; Neonatal intensive care unit; Pregnancy; Intensive care medicine; Clinical trial; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007322689,0.0004094841,0.001208248,0.0003297845,0.000461667,0.00003791568,0.0005120384,0.0001504209,0.00004532288],"category_scores_gemma":[0.005093141,0.0002816776,0.0003083046,0.001052667,0.0001234167,0.000167058,0.000295844,0.001100981,0.00005833656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511812,"about_ca_system_score_gemma":0.0006631142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009769776,"about_ca_topic_score_gemma":0.0001003968,"domain_scores_codex":[0.9945125,0.0006547251,0.001718408,0.0007607176,0.001623044,0.0007306084],"domain_scores_gemma":[0.9949828,0.001299641,0.001106445,0.001447396,0.0008816853,0.0002820215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003767446,0.0004419791,0.983142,0.001354754,0.00009089304,0.00001352324,0.002200836,0.00008872687,0.00003026311,0.00007598436,0.00449621,0.007688126],"study_design_scores_gemma":[0.003871373,0.00383305,0.9776813,0.003696727,0.0003609119,0.00004562434,0.005852473,0.001324598,0.0001123097,0.00003298319,0.002756286,0.0004323265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833798,0.04222156,0.000574605,0.06738096,0.0007143877,0.003989692,0.00003357695,0.0002589682,0.00144641],"genre_scores_gemma":[0.9796286,0.001384498,0.0132135,0.004694622,0.0008218403,0.00004149037,0.00001641882,0.00006204614,0.0001369409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09624881,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0815832462797203,"score_gpt":0.3534538742324062,"score_spread":0.2718706279526859,"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."}}