{"id":"W4407848327","doi":"10.1016/j.jcjo.2025.02.001","title":"G-ROP versus WINROP for retinopathy of prematurity screening: a Calgary perspective","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; Alberta Health Services; University of Calgary; University of Alberta","funders":"","keywords":"Retinopathy of prematurity; Medicine; Gestational age; Pediatrics; Retrospective cohort study; Cohort; Birth weight; Childhood blindness; Cohort study; Low birth weight; Pregnancy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005776127,0.000193035,0.0008232028,0.0006098739,0.000133269,0.00001140095,0.0002577944,0.0002209622,0.0001144013],"category_scores_gemma":[0.003709351,0.0001776525,0.0003309054,0.000276332,0.0004594114,0.00006867226,0.00003264484,0.0004600052,0.000001509487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003248518,"about_ca_system_score_gemma":0.001948451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001627567,"about_ca_topic_score_gemma":0.0002399483,"domain_scores_codex":[0.9984765,0.0001137423,0.0005960951,0.0002285702,0.0001712501,0.0004138421],"domain_scores_gemma":[0.9971013,0.0004173169,0.0003780711,0.0002810529,0.00141777,0.0004044875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05680023,0.001309878,0.5783139,0.005713325,0.0122334,0.1290892,0.0254101,0.00007221111,0.008396462,0.09966406,0.07645297,0.006544267],"study_design_scores_gemma":[0.03214503,0.02054169,0.6495248,0.004122741,0.003485495,0.2155362,0.0217948,0.0002597202,0.01426564,0.02480539,0.01235985,0.001158634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8930421,0.008904519,0.0004013915,0.007532529,0.002093983,0.000797244,0.00004789856,0.000008424643,0.08717193],"genre_scores_gemma":[0.9904786,0.00001170203,0.008228881,0.00005785543,0.0001725088,0.000008139137,0.000003272924,0.00001851295,0.001020506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09743654,"threshold_uncertainty_score":0.7244458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062165139737605,"score_gpt":0.3372742051914752,"score_spread":0.2966525537940992,"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."}}