{"id":"W2582265345","doi":"10.1016/j.jcjd.2016.08.217","title":"Social Media as a Platform for Information About Diabetes Foot Care: A Study of Facebook Groups","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Foot (prosody); Diabetes mellitus; Podiatry; Social media; Timeline; Health care; Logistic regression; Diabetic foot; Type 2 diabetes; Family medicine; Dissemination; Podiatrist; Alternative medicine; Surgery; Internal medicine; World Wide Web; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.001249005,0.000128182,0.0003834449,0.0003520289,0.001979564,0.0002823825,0.0006829808,0.0001744262,0.00005176179],"category_scores_gemma":[0.01261967,0.0001342595,0.0001282087,0.000129495,0.0004098199,0.001248241,0.0000148171,0.0002075094,0.000008898882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000561244,"about_ca_system_score_gemma":0.004156761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009502509,"about_ca_topic_score_gemma":0.2046219,"domain_scores_codex":[0.9981335,0.00009895206,0.0006295363,0.00009181676,0.000464024,0.0005822201],"domain_scores_gemma":[0.9956317,0.001241948,0.001256139,0.000172087,0.001048399,0.0006497166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00000566414,0.00003291339,0.4092087,0.0001096068,0.00006871641,4.035804e-7,0.5181978,0.000001132394,0.000007774585,0.002853385,0.001144937,0.06836894],"study_design_scores_gemma":[0.001881201,0.0007158419,0.7314371,0.0001766094,0.0001513837,1.122061e-7,0.2016119,0.000004799613,0.0001799506,0.005023359,0.05852893,0.0002887877],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906674,0.0002534981,9.166994e-7,0.001340124,0.004254158,0.001582468,0.00003790807,0.000007415573,0.001856098],"genre_scores_gemma":[0.9978445,0.000007272839,0.00006129688,0.0001103056,0.001679871,0.0002699807,0.000007560666,0.00001348218,0.000005779316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3222284,"threshold_uncertainty_score":0.9993197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07693370783400649,"score_gpt":0.3575423518429852,"score_spread":0.2806086440089787,"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."}}