{"id":"W2324485580","doi":"10.1016/j.jval.2014.03.1665","title":"Cost-Effectiveness Analysis Of Insured Eye Care Services By Optometrists In Prince Edwards Island (Pei): An Example Of Diabetic Retinopathy Management","year":2014,"lang":"en","type":"article","venue":"Value in Health","topic":"Retinal Imaging and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Diabetic retinopathy; Cohort; Cost effectiveness; Optometry; Health care; Incidence (geometry); Incremental cost-effectiveness ratio; Quality-adjusted life year; Emergency medicine; Diabetes mellitus; Internal medicine; Economics; Risk analysis (engineering)","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":[0.002209109,0.0001555348,0.0009830949,0.0014001,0.00002788876,0.000009026679,0.0001589039,0.00005823455,0.000007792837],"category_scores_gemma":[0.00005696298,0.0001413239,0.000117058,0.003232003,0.00005190452,0.00005398357,0.00004797403,0.0001519737,8.348011e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000202873,"about_ca_system_score_gemma":0.00005423613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04054628,"about_ca_topic_score_gemma":0.0005181457,"domain_scores_codex":[0.9973723,0.000814511,0.0006734755,0.0004174861,0.0004285462,0.000293654],"domain_scores_gemma":[0.9986826,0.0001966585,0.0003250299,0.0005305836,0.0001326506,0.0001325235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001130323,0.0003018854,0.9766198,0.004906582,0.0001904228,0.000004877319,0.00225552,0.006659409,0.0003914372,0.00002578693,0.000002107978,0.008529126],"study_design_scores_gemma":[0.001392742,0.0004145617,0.9666519,0.001040312,0.0003921795,4.255777e-7,0.0009537344,0.02779458,0.001023029,0.00001412122,0.0002091288,0.0001132747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974253,0.0011632,0.0004580562,0.0000735429,0.00003358975,0.0005468889,0.00003399517,0.00001515432,0.0002502775],"genre_scores_gemma":[0.9987054,0.0003031662,0.0006670395,0.0000703668,0.00001322902,0.00003548727,0.0001665246,0.00001580008,0.00002297697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04002813,"threshold_uncertainty_score":0.9658428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02888171654967731,"score_gpt":0.3483796796980639,"score_spread":0.3194979631483866,"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."}}