{"id":"W2054190063","doi":"10.1016/j.jcjo.2012.09.012","title":"Analysis of reasons for noncompliance with laser treatment in patients of diabetic retinopathy","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Diabetic retinopathy; Medicine; Ophthalmology; Retinopathy; Internal medicine; Diabetes mellitus; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001843782,0.000182266,0.000490182,0.001373059,0.0007132945,0.0008125156,0.0005159628,0.0009020899,0.002183396],"category_scores_gemma":[0.0130106,0.0002532592,0.001500835,0.002094974,0.0002615502,0.0005371489,0.0004747592,0.001003489,0.0001938846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009996407,"about_ca_system_score_gemma":0.001382884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007391642,"about_ca_topic_score_gemma":0.008604367,"domain_scores_codex":[0.9974172,0.0007914692,0.0006109628,0.0002170885,0.0005983406,0.0003650484],"domain_scores_gemma":[0.9858291,0.005038455,0.006561134,0.0004560536,0.001134989,0.0009802822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001470505,0.00004067599,0.9985595,0.000008524168,0.00003689458,0.00004937465,0.00007916872,0.00001542665,0.00002674916,0.000009638416,0.00005248676,0.0009744542],"study_design_scores_gemma":[0.000007343458,0.000106414,0.9988109,0.000009962037,0.000025355,0.0002103966,0.0005182908,0.0001535941,0.00002021184,0.00001251635,0.0001204979,0.000004618634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984896,0.0003883854,0.00005386575,0.0001379229,0.000009574063,0.00001498229,0.0002730188,0.000003872512,0.0006288272],"genre_scores_gemma":[0.9994252,0.00008313861,0.00007380015,0.00005584345,0.00001120471,0.00001288872,0.0002178517,0.000002527244,0.0001175827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007391642,"threshold_uncertainty_score":0.01469719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01782067665857133,"score_gpt":0.2718217006910879,"score_spread":0.2540010240325165,"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."}}