{"id":"W2954222978","doi":"10.1136/bmjophth-2019-000275","title":"Resolution patterns and duration of retinal haemorrhages measured by two-dimensional retinal area pixel counts from sequential retinal imaging in childhood encephalopathies: a morphometric study","year":2019,"lang":"en","type":"article","venue":"BMJ Open Ophthalmology","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Royal College of Surgeons of Edinburgh; Sick Kids Foundation","keywords":"Retinal; Ophthalmology; Resolution (logic); Medicine; Pixel; Optics; Physics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000522547,0.000210744,0.0001735771,0.001539323,0.0001859163,0.0003132289,0.0002036614,0.000257115,0.0009349746],"category_scores_gemma":[0.002304359,0.0002088883,0.0002720752,0.00072371,0.000330693,0.0005065536,0.0002870333,0.0002411429,0.0001864786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426864,"about_ca_system_score_gemma":0.000146559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528378,"about_ca_topic_score_gemma":0.001271378,"domain_scores_codex":[0.9996914,0.00004814434,0.00004195146,0.00006880114,0.0001060978,0.00004371786],"domain_scores_gemma":[0.998494,0.000331393,0.0008186903,0.00008262803,0.0001551597,0.0001180617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002532091,0.00002346614,0.9899732,0.00002534989,0.00003225899,0.000326681,0.0002315784,0.0001999762,0.004684771,0.00002395936,0.00003599677,0.004189537],"study_design_scores_gemma":[0.00000212087,0.000123614,0.9973794,0.000002276699,0.000007839437,0.001355109,0.000102922,0.0001435332,0.0008244266,0.000006866137,0.00004892584,0.000002904869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995133,0.00008798081,0.0002193223,0.000002685904,4.321443e-7,0.00000404223,0.00006989574,0.000004538577,0.0000978719],"genre_scores_gemma":[0.9993225,0.00007066625,0.0003778,0.000001386227,0.000001688029,0.000008322998,0.0001344838,0.000003192563,0.0000800368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001539323,"threshold_uncertainty_score":0.003127873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097794896347278,"score_gpt":0.321614775972204,"score_spread":0.2906368270087312,"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."}}