{"id":"W3036096109","doi":"10.1007/s40123-020-00275-5","title":"The Role of Telemedicine to Alleviate an Increasingly Burdened Healthcare System: Retinopathy of Prematurity","year":2020,"lang":"en","type":"review","venue":"Ophthalmology and Therapy","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Telemedicine; Retinopathy of prematurity; Medicine; Digital imaging; Fundus (uterus); Healthcare system; Optometry; Population; Health care; Medical physics; Ophthalmology; Computer science; Digital image; Artificial intelligence; Image processing; Gestational age; Pregnancy; Image (mathematics); Environmental health; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001204446,0.0005124907,0.003649462,0.0001508626,0.0001969529,0.000009791204,0.0003875907,0.0005016496,0.00001165956],"category_scores_gemma":[0.0003224562,0.0003054391,0.0003105815,0.0003001401,0.0004190954,0.00003100487,0.0001591819,0.0006210353,0.000004824275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005028424,"about_ca_system_score_gemma":0.0002584756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002117899,"about_ca_topic_score_gemma":0.000003862865,"domain_scores_codex":[0.9964299,0.001062499,0.001173887,0.0005981246,0.0003615654,0.0003739932],"domain_scores_gemma":[0.9972064,0.0005664575,0.0008499004,0.0007985625,0.0002935783,0.000285115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002017749,0.000222219,0.001880781,0.04331077,0.001220391,0.0005687729,0.002327752,2.743167e-8,0.0001343407,0.001174968,0.00004868629,0.9470935],"study_design_scores_gemma":[0.002271936,0.01397651,0.00404246,0.04221916,0.001736466,0.02360538,0.002496503,0.000005602553,0.0003080671,0.0008313279,0.9077382,0.0007683624],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02343585,0.9719109,4.625427e-7,0.0009162937,0.0002113426,0.002395047,0.0000567681,0.00004120826,0.001032113],"genre_scores_gemma":[0.06288772,0.9362273,0.0002798919,0.00004759633,0.0002972045,0.0001172214,0.00003981062,0.00005757192,0.00004573214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9463252,"threshold_uncertainty_score":0.9999398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04085817680805697,"score_gpt":0.3530441081904794,"score_spread":0.3121859313824225,"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."}}