{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004083507,0.0001392458,0.0005518352,0.0002803939,0.0002049652,0.00002061071,0.0001729191,0.0003084359,0.000302853],"category_scores_gemma":[0.01917335,0.0001205331,0.0001536688,0.0002281441,0.0000531192,0.00005483676,0.00002405894,0.000580023,0.00001512513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006214279,"about_ca_system_score_gemma":0.001236457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001141012,"about_ca_topic_score_gemma":0.005268113,"domain_scores_codex":[0.9971304,0.0001375224,0.0006425034,0.0001811802,0.001409299,0.0004990859],"domain_scores_gemma":[0.9962577,0.000364889,0.0003201432,0.0001580382,0.001089551,0.001809677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004286877,0.0002101094,0.4310335,0.0006290393,0.0007656527,0.0002223581,0.003195934,0.00001459467,0.003646735,0.001483235,0.4682893,0.09008089],"study_design_scores_gemma":[0.008849514,0.002120079,0.3244623,0.002658463,0.0006400583,0.001851971,0.001423098,0.003491788,0.002473323,0.001922321,0.6494679,0.0006391679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.869716,0.0003319348,0.00642065,0.1155123,0.001363504,0.001078491,0.00007048998,0.00003686963,0.005469753],"genre_scores_gemma":[0.9644358,0.00004285471,0.01783324,0.01332053,0.003976622,0.00001069779,0.00001221247,0.00003575056,0.000332314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1811786,"threshold_uncertainty_score":0.9890886,"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."}}