{"id":"W4406968045","doi":"10.1097/01.eem.0001098368.03215.a5","title":"Saturday Night Retinopathy Strikes Patients—and EPs","year":2025,"lang":"en","type":"article","venue":"Emergency Medicine News","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retinopathy; Medicine; Ophthalmology; Optometry; Diabetes mellitus; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003676481,0.0004084654,0.0005140608,0.0007199322,0.001882821,0.001989655,0.0003771242,0.001766522,0.01390211],"category_scores_gemma":[0.0034067,0.0001872358,0.0005051507,0.0007204826,0.0005038756,0.001408483,0.0009482956,0.002050035,0.002397446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138707,"about_ca_system_score_gemma":0.0009526885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004090241,"about_ca_topic_score_gemma":0.005963734,"domain_scores_codex":[0.9992427,0.000110524,0.00009685793,0.000116408,0.0002507318,0.0001828751],"domain_scores_gemma":[0.998744,0.0001809683,0.0003049637,0.00005853359,0.0002641517,0.0004474458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0008008455,0.0004525288,0.280972,0.0007640945,0.0002444301,0.1673942,0.002705125,0.0002985968,0.002420597,0.005449188,0.1903085,0.3481899],"study_design_scores_gemma":[0.0001077744,0.0004737625,0.2522838,0.004244298,0.0002023238,0.5398635,0.01442442,0.0004722209,0.0006849697,0.0136164,0.1734805,0.0001460745],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4281955,0.075017,0.002668632,0.1403544,0.007779649,0.0002421813,0.001141942,0.0006494049,0.3439513],"genre_scores_gemma":[0.919032,0.02617469,0.001232253,0.02933887,0.004083558,0.00006119182,0.0005432736,0.0001027471,0.01943155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01390211,"threshold_uncertainty_score":0.04650718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624502667342023,"score_gpt":0.3045564821858873,"score_spread":0.2883114555124671,"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."}}