{"id":"W3184086972","doi":"10.1177/11206721211035636","title":"Long-term retinal changes in progressive geographic atrophy","year":2021,"lang":"en","type":"article","venue":"European Journal of Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Outer nuclear layer; Retinal; Retinal pigment epithelium; Ophthalmology; Optical coherence tomography; Macular degeneration; Retina; Medicine; Atrophy; Drusen; Optics; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002398514,0.0001412395,0.0003562129,0.0002095741,0.00003144562,0.00001618203,0.0001087086,0.00002923869,0.00082336],"category_scores_gemma":[0.0001078203,0.0001098772,0.0001926663,0.000217603,0.0001006518,0.00004134707,0.00006132593,0.0002749677,0.0000401333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003073753,"about_ca_system_score_gemma":0.00008740563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001036743,"about_ca_topic_score_gemma":3.118367e-7,"domain_scores_codex":[0.9985341,0.0004708293,0.0003618879,0.0001820927,0.0002043219,0.0002467101],"domain_scores_gemma":[0.9990521,0.00003437151,0.0002882476,0.0001823448,0.000240076,0.0002028598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004979415,0.0003368418,0.5714781,0.00004047691,0.0001016535,0.4250186,0.00003726882,7.643918e-7,0.0004994342,0.00000953443,0.00001976931,0.001959537],"study_design_scores_gemma":[0.001885128,0.002306247,0.8032472,0.0003304471,0.0001238819,0.1916659,0.00003264963,6.718603e-7,0.0002272754,0.00002549884,0.00008839386,0.00006678366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844134,0.006172754,0.000004458044,0.0009311002,0.0002214744,0.00009217737,0.000003204761,0.000004856475,0.008156599],"genre_scores_gemma":[0.9984922,0.0002096353,0.0004907821,0.00009424714,0.0002881952,0.000001373421,0.00001247821,0.00002715785,0.0003838674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2333528,"threshold_uncertainty_score":0.9015214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602128408493202,"score_gpt":0.3094700424754643,"score_spread":0.2834487583905323,"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."}}