{"id":"W1533765558","doi":"10.1093/pch/15.10.667","title":"Retinopathy of prematurity: Recommendations for screening","year":2010,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Paediatric Society","funders":"","keywords":"Retinopathy of prematurity; Medicine; Gestational age; Pediatrics; Birth weight; Low birth weight; Obstetrics; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001516238,0.0001925226,0.0006084261,0.0002580294,0.0003596903,0.00001395078,0.0001509424,0.0001529715,0.00002990631],"category_scores_gemma":[0.001597322,0.0001804281,0.0002066443,0.0003490685,0.00007986579,0.00007517361,0.00008612913,0.0007403655,0.000006767239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003826505,"about_ca_system_score_gemma":0.0002194268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005896533,"about_ca_topic_score_gemma":0.00006838458,"domain_scores_codex":[0.9980808,0.00006010168,0.0007023349,0.000356989,0.0003440526,0.0004556788],"domain_scores_gemma":[0.9980331,0.0004086419,0.000480993,0.000479029,0.0003242832,0.000273921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001124431,0.002349665,0.4280847,0.01142712,0.0004188331,0.00001283706,0.01607619,0.000004064213,0.001512434,0.02239476,0.3123556,0.2042393],"study_design_scores_gemma":[0.009933865,0.003144782,0.6043671,0.001236057,0.0006745051,0.000338708,0.001829042,0.0006814513,0.003089611,0.005542977,0.3680807,0.001081173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.385877,0.01314035,0.01143964,0.5592335,0.005667299,0.009748849,0.0009048309,0.0007529839,0.01323547],"genre_scores_gemma":[0.7658988,0.001920646,0.2268294,0.003027903,0.00178063,0.00009441027,0.0002138757,0.00006607382,0.0001682815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5562056,"threshold_uncertainty_score":0.7357644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02696127901725598,"score_gpt":0.3218881358804365,"score_spread":0.2949268568631805,"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."}}