{"id":"W2963078422","doi":"10.21037/mhealth.2019.12.01","title":"Impact of mobile health in diabetic retinopathy awareness and eye care behavior among Indigenous women","year":2020,"lang":"en","type":"article","venue":"mHealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Intervention (counseling); Diabetes mellitus; Medicine; Diabetic retinopathy; mHealth; Indigenous; Gerontology; Health care; Family medicine; Nursing; Psychological intervention","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"],"consensus_categories":[],"category_scores_codex":[0.001103033,0.0003120102,0.001064314,0.0002463941,0.0008920893,0.000006932442,0.0002727457,0.0002960562,0.0001803142],"category_scores_gemma":[0.000117774,0.0002930079,0.00007660835,0.0008325634,0.000131242,0.0001046512,0.0001393393,0.001055707,0.00004017986],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560513,"about_ca_system_score_gemma":0.006227533,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215541,"about_ca_topic_score_gemma":0.001314349,"domain_scores_codex":[0.9947028,0.0008470054,0.00170251,0.0006738621,0.0002786765,0.001795112],"domain_scores_gemma":[0.9960945,0.0002503959,0.0008808717,0.0005312262,0.0002010346,0.002042029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000875441,0.0001579704,0.8971397,0.003391771,0.000004744035,0.000002700497,0.05763111,0.00002220049,0.00001886265,0.0000346363,0.0002263264,0.04128244],"study_design_scores_gemma":[0.001540848,0.002159892,0.9836065,0.0002273804,0.000009407943,7.221387e-7,0.01004561,0.00006085839,0.000003634073,0.00003192564,0.002125291,0.0001878969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984621,0.002831527,0.00003046244,0.0006527239,0.0001746793,0.0110119,0.0004085993,0.0001238694,0.0001452685],"genre_scores_gemma":[0.9688971,0.001971131,0.0001589339,0.002217598,0.0001621483,0.0263525,0.0001482019,0.00006480425,0.00002760594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08646683,"threshold_uncertainty_score":0.9999522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03392198766086765,"score_gpt":0.4297839950781537,"score_spread":0.3958620074172861,"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."}}