{"id":"W3091769128","doi":"","title":"Comparison of widefield confocal laser scanning ophthalmoscopy and broad line fundus imaging in retinal disease in routine clinical practice","year":2019,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ophthalmoscopy; Medicine; Retinal; Fundus (uterus); Ophthalmology; Confocal; Scanning laser ophthalmoscopy; Optics; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003024497,0.0002280981,0.0007865505,0.0004150336,0.00007965072,0.00003786705,0.0002315387,0.0000900792,0.00007411403],"category_scores_gemma":[0.00623786,0.0002037279,0.00007611785,0.001305879,0.003687279,0.0004591243,0.0002258306,0.0007673133,0.00001793108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008222952,"about_ca_system_score_gemma":0.0005545748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008452627,"about_ca_topic_score_gemma":0.000002837244,"domain_scores_codex":[0.9967582,0.0004440832,0.0009558375,0.0008103789,0.0005299473,0.0005015619],"domain_scores_gemma":[0.9975563,0.0009423764,0.000420823,0.0002907566,0.0003166806,0.000473045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004991426,0.0004293362,0.9584015,0.00005025344,0.00001165532,0.0007872465,0.0005187582,0.0001193076,0.03869999,0.00004321533,0.0000102872,0.0004293285],"study_design_scores_gemma":[0.001402643,0.0009466635,0.9467829,0.0006623189,0.00007813497,0.0003857594,0.001623097,0.03391048,0.01369687,0.0002898387,0.00001546613,0.000205791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935902,0.000482961,0.000006626688,0.00294475,0.000140145,0.0002867769,0.000002669677,0.00001427134,0.002531574],"genre_scores_gemma":[0.9965237,0.000009568964,0.002751571,0.0004869817,0.00005108945,0.00000840179,0.000006845257,0.00001299408,0.0001488188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03379117,"threshold_uncertainty_score":0.9990241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06751880924943109,"score_gpt":0.4661074259166785,"score_spread":0.3985886166672474,"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."}}