{"id":"W2603328842","doi":"","title":"Nurse-Led Diabetic Retinopathy Screening: A Revolutionary Approach to Vision Care for Canadian Aboriginal Peoples","year":2017,"lang":"en","type":"article","venue":"Sigma Theta Tau International's 28th International Nursing Research Congress","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Optometry; Diabetic retinopathy; Medicine; Nursing; Retinopathy; Diabetes mellitus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009862458,0.0003531904,0.0003046416,0.0007326959,0.001749791,0.0006604924,0.002346379,0.0002122987,0.0001204476],"category_scores_gemma":[0.002509966,0.0003645424,0.0002501982,0.0001135776,0.0006106705,0.00009892527,0.0002623439,0.0004231575,0.00005929645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008080079,"about_ca_system_score_gemma":0.0005449627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002629966,"about_ca_topic_score_gemma":0.007161286,"domain_scores_codex":[0.9961717,0.0001865956,0.0004859527,0.00107843,0.001282556,0.0007948416],"domain_scores_gemma":[0.9942268,0.0001807376,0.0002684143,0.0008792142,0.00401272,0.0004320869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008655619,0.002054418,0.06275271,0.0003103547,0.002707039,0.0001129439,0.01151807,0.002141615,0.1281928,0.06268787,0.6634187,0.05544788],"study_design_scores_gemma":[0.00351766,0.001174695,0.07259666,0.001864398,0.00008022258,0.0001318633,0.009274518,0.004977178,0.01615391,0.002213012,0.8867248,0.001291055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4916967,0.002430662,0.009113932,0.04291485,0.01969363,0.004381017,0.002741681,0.0001531941,0.4268744],"genre_scores_gemma":[0.9781628,0.0001359945,0.003508606,0.0002061969,0.001955243,0.0004773983,0.0009612312,0.00007797369,0.01451454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4864662,"threshold_uncertainty_score":0.9998807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03376061886983224,"score_gpt":0.4392635686655034,"score_spread":0.4055029497956711,"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."}}