{"id":"W995393051","doi":"","title":"Clinical Characteristics and Impact of Neovascular Age–Related Macular Degeneration on Medical Status, Daily Living, Functioning, and Health Resource Utilization: A Survey of Five Countries","year":2006,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Macular degeneration; Medicine; Resource (disambiguation); Gerontology; Environmental health; Ophthalmology; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004097214,0.0001580548,0.0005870921,0.0002101186,0.000203977,0.00002810179,0.00008680526,0.000120954,0.00006451514],"category_scores_gemma":[0.003300651,0.0001242533,0.0000725137,0.0007735341,0.00565948,0.00009995513,0.00007447919,0.0002404332,0.00000107125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007071685,"about_ca_system_score_gemma":0.000969746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004580394,"about_ca_topic_score_gemma":0.00002469897,"domain_scores_codex":[0.9973615,0.0006134466,0.0006996942,0.0004489422,0.00060258,0.0002738682],"domain_scores_gemma":[0.9981421,0.0004156003,0.0004820318,0.0001727143,0.0004488489,0.0003386857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005106755,0.0001337634,0.9960914,0.00003448259,0.00006670566,0.00004921836,0.000367073,0.00003627209,0.002650391,0.00005885152,0.00009668127,0.0003641014],"study_design_scores_gemma":[0.0003946896,0.001724196,0.9866234,0.0002879448,0.0000618462,0.0001662457,0.00007146817,0.009546585,0.0009386041,0.00008303649,0.00001185964,0.00009009277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988387,0.0005277232,0.00003915412,0.0002585419,0.00003984652,0.0001469911,0.00001875921,0.00001214641,0.000118201],"genre_scores_gemma":[0.9991837,0.0001175307,0.0002918903,0.0001432174,0.00003428598,0.000002587186,0.00009899907,0.000008821141,0.0001190317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009510313,"threshold_uncertainty_score":0.9970465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06931407194849974,"score_gpt":0.4126028319300067,"score_spread":0.343288759981507,"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."}}