{"id":"W1170363679","doi":"","title":"Humanistic Burden and Health Resource Utilization Among Neovascular Age–Related Macular Degeneration (AMD) Patients: Results from a Multi–Country Cross–Sectional Study","year":2006,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Macular degeneration; Cross-sectional study; Medicine; Resource (disambiguation); Environmental health; Optometry; Gerontology; Ophthalmology; Computer science; Pathology","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":[0.002675593,0.0002503905,0.0004432263,0.0003177352,0.001123379,0.0002430301,0.0002704952,0.0002058494,0.0000322778],"category_scores_gemma":[0.0004365187,0.0002359275,0.00005468882,0.0008229474,0.001713475,0.0005059317,0.000133701,0.0002715126,0.00003349043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004470223,"about_ca_system_score_gemma":0.0001611212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06497759,"about_ca_topic_score_gemma":0.0004737095,"domain_scores_codex":[0.9965586,0.0001774073,0.001374534,0.001156247,0.0002294628,0.0005037199],"domain_scores_gemma":[0.9984115,0.00003876157,0.0008146148,0.000300881,0.0001874698,0.0002467834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001214072,0.000170942,0.9959877,0.00001200814,0.00002424057,0.00003055177,0.001826273,0.0006575323,0.0003170347,0.0008596424,0.00001252639,0.00008943911],"study_design_scores_gemma":[0.00141683,0.0004811001,0.987999,0.00002753951,0.000002827642,0.00001259275,0.000198516,0.005310604,0.0001327429,0.004054934,0.000114467,0.0002488826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973465,0.0004357619,0.00005658698,0.000126449,0.000417627,0.0008848459,0.0001853083,0.00004462933,0.0005023273],"genre_scores_gemma":[0.9986165,0.000005164178,0.0003306329,0.00007895957,0.0001865589,0.00004438266,0.0004019824,0.00002203986,0.0003138212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06450389,"threshold_uncertainty_score":0.9620845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08651724953320539,"score_gpt":0.3355634264703566,"score_spread":0.2490461769371513,"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."}}