{"id":"W4287547881","doi":"10.5281/zenodo.5844826","title":"Structure–Function Analysis in Macular Drusen With Mesopic and Scotopic Microperimetry","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health and Social Care Research and Development Division; Innovative Medicines Initiative; Office of the First Minister and Deputy First Minister; Queen's University Belfast; Queen's University; Economic and Social Research Council; European Commission; Diabetes UK; Public Health Agency; United Kingdom Clinical Research Collaboration; Centre for Ageing Research and Development in Ireland; Atlantic Philanthropies; European Federation of Pharmaceutical Industries and Associations; College of Optometrists; Wellcome Trust","keywords":"Microperimetry; Scotopic vision; Mesopic vision; Drusen; Ophthalmology; Optometry; Medicine; Retinal; Photopic vision","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":[0.001492864,0.000457244,0.000283931,0.001295086,0.0002316723,0.0003769942,0.0003356241,0.0003703797,0.001189551],"category_scores_gemma":[0.003969324,0.0002290592,0.0006244965,0.0004977265,0.000357556,0.0004593605,0.0005609494,0.0004149816,0.0001381197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003197689,"about_ca_system_score_gemma":0.0002690571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00231615,"about_ca_topic_score_gemma":0.003852645,"domain_scores_codex":[0.9995385,0.0001853002,0.00003927874,0.00009437824,0.00008839623,0.00005407337],"domain_scores_gemma":[0.9978867,0.0006736977,0.0008689215,0.0002504637,0.0001635814,0.0001566298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002928471,0.00002777706,0.9947048,0.00001055114,0.0001393821,0.0001458597,0.00006008143,0.0003022973,0.001129125,0.00004230874,0.00003386055,0.003111041],"study_design_scores_gemma":[0.000006001068,0.0001354126,0.9969567,0.000003264119,0.00004263351,0.0004598892,0.00004172147,0.001937242,0.0002721513,0.00009591423,0.00004544463,0.000003736682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993643,0.0001719663,0.0002803874,0.00002224483,0.000001225527,0.000003498197,0.00005640568,0.000003965644,0.00009605677],"genre_scores_gemma":[0.9996779,0.00002423936,0.0001866757,0.000006547764,0.000003079491,0.000001886907,0.00006377505,0.000001139594,0.00003467511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00231615,"threshold_uncertainty_score":0.007895052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859576810596584,"score_gpt":0.2361631831353277,"score_spread":0.2175674150293618,"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."}}