{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003744553,0.00046761,0.0009447123,0.0005012791,0.0005716586,0.0008721627,0.000726986,0.0002941033,0.00005531413],"category_scores_gemma":[0.0002469726,0.0004950898,0.000255993,0.001552702,0.002357868,0.00201388,0.0006501996,0.0004806828,0.00001642229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741026,"about_ca_system_score_gemma":0.0002668076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288843,"about_ca_topic_score_gemma":0.007242983,"domain_scores_codex":[0.9967379,0.0002530814,0.0008109053,0.0007965983,0.0004735471,0.0009279783],"domain_scores_gemma":[0.9974924,0.0009192188,0.0003714459,0.000501742,0.00036467,0.0003504885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006350966,0.001306534,0.9615802,0.0002908738,0.0005016241,0.00002723052,0.002015592,0.000795987,0.00001643863,0.004908852,0.000357393,0.02756414],"study_design_scores_gemma":[0.02967573,0.00276871,0.5865541,0.008504326,0.001527692,0.00000265009,0.05307358,0.1026994,0.0001748358,0.07621111,0.1328577,0.005950165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585933,0.0008428764,0.001597245,0.001182292,0.0003833347,0.001024327,0.002380315,0.00007622003,0.03392006],"genre_scores_gemma":[0.9970474,0.0004135768,0.00001474831,0.00008844768,0.00003843203,0.000001630878,0.0001769879,0.00002542017,0.002193391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3750262,"threshold_uncertainty_score":0.9997501,"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."}}