{"id":"W3202280238","doi":"10.1177/2333794x211039642","title":"Screening for Retinopathy of Prematurity Through Utilization a Pediatric Retinal Camera at Jim Pattison Children’s Hospital: A Vision for Improved Care","year":2021,"lang":"en","type":"article","venue":"Global Pediatric Health","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Retinopathy of prematurity; Medicine; Gestational age; Pediatrics; Retinopathy; Incidence (geometry); Retinal; Birth weight; Ophthalmology; Pandemic; Disease; Coronavirus disease 2019 (COVID-19); Pregnancy; Infectious disease (medical specialty); Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008895785,0.000342144,0.0002271014,0.001904012,0.001283533,0.0009577898,0.0005246153,0.0007051135,0.0110773],"category_scores_gemma":[0.004382553,0.0002970199,0.0002931634,0.001068416,0.0003558694,0.0009214951,0.0008296884,0.002382357,0.0005650365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00192178,"about_ca_system_score_gemma":0.006488328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07101997,"about_ca_topic_score_gemma":0.1466266,"domain_scores_codex":[0.9992699,0.0001603366,0.00006381885,0.00009508165,0.0002804652,0.0001304109],"domain_scores_gemma":[0.9971161,0.0003809897,0.0004469336,0.00009056464,0.0007330997,0.001232425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001846519,0.0003695657,0.703484,0.0003721584,0.00009007139,0.001985882,0.001148975,0.00005948327,0.001780349,0.001112715,0.1469092,0.1425029],"study_design_scores_gemma":[0.00005547175,0.0003978433,0.9322832,0.00160133,0.00008574747,0.00249716,0.002179605,0.0001381709,0.001207357,0.0004600299,0.05905472,0.00003931522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6062633,0.02197006,0.001152278,0.2665637,0.002750438,0.0005967316,0.005994521,0.0003543957,0.09435455],"genre_scores_gemma":[0.9045244,0.03268482,0.004954423,0.03339916,0.001988398,0.0003560169,0.0024255,0.0001321023,0.01953518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07101997,"threshold_uncertainty_score":0.1412132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02921847539042214,"score_gpt":0.348265347377061,"score_spread":0.3190468719866388,"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."}}