{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003135803,0.000219183,0.0001646134,0.001339055,0.0008570783,0.0004756267,0.0003801298,0.0008759233,0.02000967],"category_scores_gemma":[0.001283862,0.0001007438,0.0003390334,0.0005777177,0.0001542902,0.0005068168,0.0006617113,0.0007219036,0.00086442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000518475,"about_ca_system_score_gemma":0.0007353749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004353109,"about_ca_topic_score_gemma":0.005202088,"domain_scores_codex":[0.9997727,0.00009127067,0.0000171786,0.00003670522,0.00003893008,0.00004315933],"domain_scores_gemma":[0.999428,0.0002562645,0.0000487652,0.00003314656,0.00008021297,0.0001536924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007220568,0.006536429,0.06827224,0.0004250609,0.00009148312,0.01072571,0.001331951,0.0006386709,0.005249207,0.003104278,0.02842085,0.8744822],"study_design_scores_gemma":[0.002074083,0.01179108,0.6199225,0.001921845,0.0006880144,0.08685283,0.01144637,0.009430734,0.009683845,0.02038888,0.2256112,0.000188622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6500242,0.01702088,0.02499942,0.03463047,0.001710808,0.001468104,0.0008776498,0.0006427352,0.2686257],"genre_scores_gemma":[0.9289291,0.01429769,0.02049392,0.006616324,0.003107551,0.0006487489,0.0002894368,0.00003910185,0.02557815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02000967,"threshold_uncertainty_score":0.066939,"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."}}