{"id":"W7117083968","doi":"","title":"#DIYDiabetes: Type One Diabetes, Stigma, and Control in Digital Networks of DIY Looping","year":2025,"lang":"","type":"article","venue":"Digital Commons - CSUMB (California State University, Monterey Bay)","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Type 2 diabetes; Government (linguistics); Agency (philosophy); Control (management); Praxis; Representation (politics); Diabetes mellitus; License","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001530894,0.000125924,0.0001425442,0.001024084,0.006938352,0.007391526,0.000422316,0.001352453,0.01231201],"category_scores_gemma":[0.003631377,0.000117814,0.0001528725,0.0013535,0.01046763,0.005845924,0.004488634,0.00228084,0.0004283395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00554535,"about_ca_system_score_gemma":0.003285651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04453502,"about_ca_topic_score_gemma":0.05285405,"domain_scores_codex":[0.9988726,0.000552391,0.0000321737,0.0001003464,0.0001731398,0.0002693612],"domain_scores_gemma":[0.9978055,0.0008663418,0.0004297424,0.0001156907,0.0001424571,0.00064015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004770994,0.0001823753,0.07290986,0.000135707,0.00001461067,0.0007353709,0.2246326,0.0001782295,0.0002374258,0.5670357,0.0531873,0.08070305],"study_design_scores_gemma":[0.00002225036,0.0000655952,0.0771632,0.000833321,0.00002694958,0.001342544,0.4261529,0.001122463,0.0003412165,0.1510973,0.3417647,0.00006773159],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.413597,0.005413729,0.001264116,0.2605127,0.0006260903,0.00003833004,0.0002025043,0.00004016962,0.3183054],"genre_scores_gemma":[0.9842982,0.002094223,0.0002207878,0.004836407,0.0001691562,0.00001813908,0.00003130287,0.00001069083,0.008321053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04453502,"threshold_uncertainty_score":0.08855158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295508413489613,"score_gpt":0.2305494733643326,"score_spread":0.2175943892294365,"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."}}