{"id":"W4307233078","doi":"10.1177/20552076221132105","title":"Remote patient monitoring of central retinal function with MACUSTAT <sup>®</sup> : A multi-modal macular function scan","year":2022,"lang":"en","type":"article","venue":"Digital Health","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prism Eye Institute","funders":"","keywords":"Visual acuity; Medicine; Ophthalmology; Microperimetry; Macular degeneration; Foveal; Optometry; Retinal","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004292099,0.0003025993,0.0002815446,0.0006779184,0.0001098176,0.0003653733,0.0002011286,0.0002620461,0.002878447],"category_scores_gemma":[0.0007431665,0.0000745047,0.0001878644,0.0002336256,0.0001430452,0.0002899103,0.0002124621,0.0001937906,0.0005036014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001522582,"about_ca_system_score_gemma":0.0001193459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005191554,"about_ca_topic_score_gemma":0.0006525646,"domain_scores_codex":[0.9997954,0.00006382526,0.00001860527,0.00003756264,0.00006997457,0.00001466026],"domain_scores_gemma":[0.9994258,0.0001704356,0.000158896,0.00003927746,0.0001475224,0.00005814218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005768598,0.0003968041,0.5614911,0.0007678564,0.0002370126,0.004775421,0.0002973526,0.0008897492,0.1447024,0.0003100352,0.005182094,0.2751816],"study_design_scores_gemma":[0.0001729931,0.004334881,0.8418669,0.0002107325,0.0003879558,0.0503044,0.0002907465,0.009950432,0.08332323,0.0002499858,0.008831063,0.00007670665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759184,0.00546505,0.00904721,0.0002094805,0.00004343635,0.0001581991,0.001143327,0.0007661922,0.007248695],"genre_scores_gemma":[0.9900938,0.0007466085,0.007269982,0.0001733553,0.00006992736,0.00006598553,0.0003701164,0.00003343429,0.001176898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002878447,"threshold_uncertainty_score":0.009629428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512506301575386,"score_gpt":0.2677941174408028,"score_spread":0.252669054425049,"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."}}