{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005152185,0.0005917944,0.0006941712,0.001101351,0.0004078386,0.002210402,0.001362371,0.0009887499,0.001473356],"category_scores_gemma":[0.01957154,0.000180213,0.0005336094,0.001124845,0.00113787,0.0004989977,0.0008030702,0.001377095,0.0001643236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01116373,"about_ca_system_score_gemma":0.009768089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4175746,"about_ca_topic_score_gemma":0.5273867,"domain_scores_codex":[0.9973903,0.0009947057,0.0001178189,0.0001949044,0.0009856042,0.0003167095],"domain_scores_gemma":[0.9928452,0.002967618,0.00122338,0.000138011,0.002025986,0.0007997613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007117824,0.0002619748,0.6229821,0.001553745,0.001879865,0.0006370982,0.000739534,0.004892233,0.0009303883,0.006544427,0.01908824,0.3333725],"study_design_scores_gemma":[0.0007262282,0.004408344,0.9500622,0.004392303,0.001811054,0.001088213,0.00284837,0.0113021,0.000593628,0.002736263,0.01988264,0.0001486662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6551427,0.2224186,0.00376436,0.08194116,0.001318013,0.0003290451,0.002271794,0.0001488091,0.03266563],"genre_scores_gemma":[0.9594026,0.02819051,0.003280476,0.006082299,0.0009163918,0.00004903364,0.0006489648,0.00003357,0.001396224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5824254,"threshold_uncertainty_score":0.8302881,"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."}}