{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03133623,0.0005961052,0.00135424,0.004518089,0.001151193,0.003005796,0.002318081,0.001285564,0.001200813],"category_scores_gemma":[0.1634377,0.0004959865,0.001784154,0.007023335,0.0006607858,0.001168426,0.002182587,0.001536809,0.0002287639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01429227,"about_ca_system_score_gemma":0.08984861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5270048,"about_ca_topic_score_gemma":0.6928392,"domain_scores_codex":[0.9719951,0.01047999,0.00530858,0.001661852,0.009479086,0.001075425],"domain_scores_gemma":[0.9011635,0.0252502,0.02145072,0.003388489,0.04420554,0.004541604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001449576,0.0006079553,0.64959,0.02210478,0.004964008,0.0002825768,0.001805699,0.001596451,0.0002614401,0.002536827,0.07648663,0.2383141],"study_design_scores_gemma":[0.003276342,0.0007639494,0.8479255,0.04804541,0.01091548,0.0003328216,0.001929863,0.00379024,0.0004548798,0.001388113,0.08098802,0.0001895095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6206517,0.1870236,0.009163071,0.05258423,0.002004385,0.02208682,0.07202338,0.0004403092,0.03402247],"genre_scores_gemma":[0.8956758,0.03546937,0.03402838,0.006756525,0.0003655275,0.006015359,0.02063523,0.00008660142,0.0009670982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5270048,"threshold_uncertainty_score":0.9515615,"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."}}