{"id":"W1279329478","doi":"","title":"Remote Screening for Retinopathy of Prematurity (ROP) Using Telemedicine: Canadian Experience","year":2010,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sudbury Regional Hospital; Hospital for Sick Children","funders":"","keywords":"Retinopathy of prematurity; Telemedicine; Medicine; Ophthalmology; Optometry; Biology; Pregnancy; Political science; Gestational age; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001783201,0.0003112528,0.0006628116,0.0004682995,0.0006931374,0.00002322011,0.0005491496,0.0002267183,0.00006522898],"category_scores_gemma":[0.008834661,0.0002730465,0.0001115766,0.001040348,0.01290699,0.0002989598,0.0002048292,0.0006382228,0.00000386183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001332026,"about_ca_system_score_gemma":0.001381423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518611,"about_ca_topic_score_gemma":0.001259145,"domain_scores_codex":[0.9969285,0.0000664703,0.000575853,0.0008412667,0.0006741062,0.0009137888],"domain_scores_gemma":[0.996963,0.0003018135,0.0003605305,0.0005002932,0.0009956611,0.0008787343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006871711,0.00003928789,0.07380165,0.00008988885,0.00001728977,0.0001222474,0.003875277,0.000001718229,0.9213721,0.0001300091,0.00002810284,0.0004537002],"study_design_scores_gemma":[0.0007618049,0.001022323,0.2351309,0.0003702613,0.00007441138,0.00180271,0.00216101,0.003495447,0.7523063,0.002439323,0.0001054466,0.0003301152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954137,0.00008579899,0.000035381,0.001177068,0.0006558187,0.001104529,0.00002008924,0.00003956103,0.001468049],"genre_scores_gemma":[0.9124754,0.000002281178,0.08696403,0.0002736261,0.0001753953,0.0000198755,0.000004868212,0.00002242967,0.00006211812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1690658,"threshold_uncertainty_score":0.9999722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06777386459709651,"score_gpt":0.3824832723928925,"score_spread":0.314709407795796,"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."}}