{"id":"W3017504151","doi":"10.1038/s41433-020-0910-4","title":"Monitoring for neovascular age-related macular degeneration (AMD) reactivation at home: the MONARCH study","year":2020,"lang":"en","type":"article","venue":"Eye","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Technology Assessment Programme; Macular Society; National Institute for Health and Care Research; Queen's University; Department of Health and Social Care; United Kingdom Clinical Research Collaboration","keywords":"Macular degeneration; Medicine; Test (biology); Optometry; Eye examination; Disease; Visual acuity; Physical therapy; Pediatrics; Ophthalmology","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":[0.008104755,0.0004436422,0.0008142161,0.000941133,0.00170891,0.001616805,0.000915989,0.001027825,0.003075984],"category_scores_gemma":[0.01105966,0.0003928759,0.001380912,0.001221153,0.001065894,0.001895022,0.002400675,0.0009788036,0.0008455564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004460704,"about_ca_system_score_gemma":0.005281151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08438251,"about_ca_topic_score_gemma":0.1511909,"domain_scores_codex":[0.9954394,0.002272553,0.0004112755,0.0005272612,0.0007227423,0.0006268091],"domain_scores_gemma":[0.9924237,0.001949968,0.002344379,0.0008777074,0.001243526,0.001160769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00595167,0.003474107,0.9446518,0.00080019,0.0005018885,0.0002651972,0.01091124,0.00007722531,0.0004148705,0.0002344533,0.00271009,0.03000727],"study_design_scores_gemma":[0.0008358592,0.00439042,0.9765725,0.0003451179,0.0003834609,0.0003298704,0.01080516,0.0001833895,0.0001740679,0.0001479056,0.005754544,0.00007763129],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948343,0.0007151335,0.0001331202,0.0005311391,0.00002194855,0.0005274807,0.001574103,0.0000154634,0.001647209],"genre_scores_gemma":[0.9953881,0.0002906843,0.000405733,0.0006124628,0.00003780099,0.0006402745,0.0009135887,0.00001140075,0.001699864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08438251,"threshold_uncertainty_score":0.1677827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04204233251416163,"score_gpt":0.3173924889642254,"score_spread":0.2753501564500638,"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."}}