{"id":"W2047313974","doi":"10.1503/cmaj.131357","title":"Using telemedicine to screen for retinopathy of prematurity","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Telemedicine; Retinopathy of prematurity; Optometry; Medicine; Diabetic retinopathy; Glaucoma; Fundus (uterus); Ophthalmology; Computer science; Pregnancy; Diabetes mellitus; Health care; Gestational age","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001192267,0.0001696757,0.0002162508,0.002033644,0.0005654427,0.0006268713,0.0003009857,0.0005050814,0.002552727],"category_scores_gemma":[0.005869572,0.0001003128,0.0001963196,0.001812972,0.0001798998,0.0004698719,0.0003714607,0.0008098339,0.0002526216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101319,"about_ca_system_score_gemma":0.00154603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05276836,"about_ca_topic_score_gemma":0.09137919,"domain_scores_codex":[0.9989311,0.0003188915,0.00007443486,0.00008256665,0.0005246457,0.0000682604],"domain_scores_gemma":[0.9978878,0.001042086,0.0003507304,0.000049338,0.0005168389,0.0001532164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001671706,0.001051338,0.4955318,0.0009208972,0.00008743097,0.0005422661,0.001082152,0.0001338561,0.001096733,0.001214487,0.02698609,0.4711858],"study_design_scores_gemma":[0.00007888609,0.001340819,0.9391214,0.002576742,0.0001614384,0.004056377,0.001193355,0.0004626036,0.001214386,0.0007011569,0.04903876,0.00005396727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6315025,0.1387523,0.004218114,0.03663874,0.001622807,0.001125499,0.004231706,0.0002298604,0.1816784],"genre_scores_gemma":[0.8728597,0.09914405,0.01296888,0.00631072,0.001309481,0.0003139498,0.0009196701,0.00001935147,0.006154144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05276836,"threshold_uncertainty_score":0.1049224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02054148451771171,"score_gpt":0.2940923487456822,"score_spread":0.2735508642279705,"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."}}