{"id":"W1964583638","doi":"10.1016/s0161-6420(03)00831-5","title":"Telemedicine approach to screening for severe retinopathy of prematurity","year":2003,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":242,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Children's Hospital","funders":"National Eye Institute","keywords":"Medicine; Retinopathy of prematurity; Referral; Ophthalmoscopy; Optometry; Prospective cohort study; Fundus photography; Telemedicine; Ophthalmology; Pediatrics; Cohort study; Visual acuity; Retinal; Surgery; Gestational age; Pregnancy; Internal medicine; Fluorescein angiography; Family 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000848801,0.0002309518,0.0008286641,0.0001682289,0.00008804451,0.000004033768,0.0001473739,0.000199164,0.00006967415],"category_scores_gemma":[0.002260655,0.0001982032,0.0001555605,0.0002470998,0.0001601454,0.00003550993,0.00007014636,0.0002288244,0.000008717161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003236662,"about_ca_system_score_gemma":0.00005930849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001462569,"about_ca_topic_score_gemma":3.373111e-7,"domain_scores_codex":[0.9982197,0.000121207,0.0004724723,0.0004739914,0.0002668297,0.0004458429],"domain_scores_gemma":[0.9986322,0.000246775,0.0001588848,0.0004896643,0.0002877126,0.0001847542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008277463,0.004801599,0.8188177,0.01104951,0.00164902,0.0009872424,0.01127145,0.0001309907,0.06222901,0.03123896,0.04331766,0.006229419],"study_design_scores_gemma":[0.01955594,0.01531938,0.7573973,0.001517457,0.001434375,0.08278406,0.006350833,0.0003661281,0.07525875,0.008249559,0.02979504,0.00197116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8801821,0.0006939625,0.00283657,0.0009118773,0.0002892824,0.002069561,0.00002436126,0.00005392586,0.1129383],"genre_scores_gemma":[0.8468637,0.000005497955,0.1511752,0.000178274,0.00011055,0.0001269841,0.00001996065,0.00003067349,0.001489116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1483386,"threshold_uncertainty_score":0.808249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05240465289810769,"score_gpt":0.3231728875359904,"score_spread":0.2707682346378827,"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."}}