{"id":"W2801831528","doi":"10.2196/10176","title":"Diabetes Online Community User Perceptions of Successful Aging With Diabetes: Analysis of a #DSMA Tweet Chat","year":2018,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Social media; Gerontology; Medicine; Population; Psychology; Family medicine; Environmental health; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001695702,0.0002126538,0.0002347635,0.001530207,0.001394051,0.001323111,0.0003298885,0.0004385938,0.00205769],"category_scores_gemma":[0.0106322,0.0001612818,0.0002092816,0.001016452,0.0004372862,0.001360108,0.001575776,0.0006249556,0.0004143953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007695261,"about_ca_system_score_gemma":0.0004679802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004952446,"about_ca_topic_score_gemma":0.0104538,"domain_scores_codex":[0.9991845,0.0003614796,0.00006848974,0.00008700873,0.0001838027,0.0001147044],"domain_scores_gemma":[0.9897975,0.006305389,0.001538284,0.000206694,0.001484544,0.0006675202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006257982,0.0004052078,0.3882383,0.0007018513,0.00005278901,0.001789242,0.5459141,0.000142492,0.006812922,0.0004029492,0.003742609,0.05117182],"study_design_scores_gemma":[0.00001180287,0.0003673587,0.501489,0.0002698258,0.00004348376,0.0006816096,0.483528,0.001549715,0.00144771,0.0002208268,0.01032743,0.00006334409],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980811,0.00004434101,0.0002378085,0.0001479355,0.0000117517,0.00004763855,0.000402325,0.00001121015,0.00101582],"genre_scores_gemma":[0.9969937,0.0001334174,0.000689372,0.0001413023,0.00002590223,0.0001961292,0.0004767512,0.00001612198,0.001327343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004952446,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04302181709739514,"score_gpt":0.4279449912533261,"score_spread":0.3849231741559309,"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."}}