{"id":"W2100423167","doi":"10.3129/i09-112","title":"Nerve fibre layer thinning in patients with preclinical retinopathy","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Thinning; Nerve fibre layer; Medicine; Ophthalmology; Layer (electronics); Retinopathy; Retinal; Materials science; Composite material; Biology; Diabetes mellitus; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001237378,0.0001096259,0.0003227048,0.0001986259,0.00003503092,0.00001110552,0.00008709868,0.00009332851,0.0003756104],"category_scores_gemma":[0.0001497262,0.00007835863,0.00008664238,0.0001341084,0.00005578102,0.0000704369,0.000003636513,0.0002625862,0.000008917417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000117737,"about_ca_system_score_gemma":0.0006612996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003351103,"about_ca_topic_score_gemma":0.00002213166,"domain_scores_codex":[0.9990578,0.00006136661,0.0003425882,0.0001251901,0.0001318618,0.0002812332],"domain_scores_gemma":[0.9988645,0.00003568051,0.0001613909,0.0001321619,0.000161167,0.0006451399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007139538,0.0001287529,0.9445621,0.000006708429,0.00003613235,0.0536084,0.00006407202,0.00001161925,0.000002111205,0.00002453678,0.000187417,0.0006541661],"study_design_scores_gemma":[0.002680521,0.005292888,0.9721905,0.0001858304,0.00006293168,0.01920336,0.00002185167,0.000003515051,0.000008252344,0.00019314,0.00008843972,0.00006874731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909433,0.0003365111,8.515065e-7,0.0008988198,0.0001222943,0.0001286036,0.000006921907,0.000001571119,0.0075612],"genre_scores_gemma":[0.9991262,9.734026e-7,0.0003494144,0.0001778473,0.00006747404,6.998941e-7,0.000009919588,0.00001029108,0.0002572123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03440504,"threshold_uncertainty_score":0.411267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02567874812361544,"score_gpt":0.3032234092896516,"score_spread":0.2775446611660362,"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."}}