{"id":"W3182486612","doi":"","title":"Real time ultrahigh speed and widefield handheld swept source OCTA pediatric retinal imaging","year":2021,"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":"Simon Fraser University","funders":"","keywords":"Retinal; Optics; Mobile device; Medicine; Ophthalmology; Computer science; Physics","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","sts"],"consensus_categories":[],"category_scores_codex":[0.001041195,0.0002983684,0.0005309571,0.0002411703,0.0005686817,0.0000940331,0.0002613225,0.0001227498,0.0002242043],"category_scores_gemma":[0.00361211,0.000270783,0.00007660758,0.001152571,0.0058643,0.0003094223,0.0004704357,0.000500679,0.0001164809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000885445,"about_ca_system_score_gemma":0.0006104528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000127975,"about_ca_topic_score_gemma":0.000001285772,"domain_scores_codex":[0.9970161,0.0002023612,0.0003843536,0.0009967107,0.0007042514,0.0006962101],"domain_scores_gemma":[0.997978,0.0004722795,0.0001934976,0.0003232645,0.000533454,0.0004994603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003662956,0.00006892824,0.3583389,0.00004849765,0.00001519301,0.001205575,0.001532551,6.913913e-7,0.6381941,0.00003931229,0.0004152405,0.0001044452],"study_design_scores_gemma":[0.0007884525,0.000603929,0.6874563,0.0001390639,0.0001505816,0.007330214,0.001351683,0.0003331839,0.2996628,0.001748551,0.00005774833,0.0003775351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837012,0.0006496152,0.000002056061,0.003896211,0.0002047213,0.000246496,0.000004346253,0.00008510902,0.0112102],"genre_scores_gemma":[0.9940849,0.0000736123,0.003079219,0.0005833302,0.0002876598,0.000007111837,0.000006830337,0.00002018022,0.00185714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3385313,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02452911017369607,"score_gpt":0.319811526982665,"score_spread":0.2952824168089689,"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."}}