{"id":"W4415558403","doi":"10.1210/jcemcr/luaf220","title":"A Case of Insulin Edema Syndrome Improved by Weekly Insulin","year":2025,"lang":"en","type":"article","venue":"JCEM Case Reports","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Insulin; Edema; Discontinuation; Diabetes mellitus; Peripheral edema; Complication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001379353,0.0002008201,0.0005076949,0.0001117788,0.00007266949,0.00001074856,0.00002088479,0.0001557901,0.0001115839],"category_scores_gemma":[0.0002596662,0.0001540584,0.0001602655,0.0003140851,0.00007435964,0.00004238293,0.00006751534,0.0001715798,0.000007144007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003832116,"about_ca_system_score_gemma":0.0001187865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009670545,"about_ca_topic_score_gemma":0.00004471231,"domain_scores_codex":[0.9985073,0.00003787451,0.0006386875,0.0004434779,0.0001289434,0.0002437553],"domain_scores_gemma":[0.998951,0.00006678465,0.0002039682,0.000529402,0.00009103322,0.0001578252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000158099,0.001104646,0.003010923,0.0001416237,0.000172093,0.9811827,0.00003284552,8.613451e-7,0.002591388,0.00002626123,0.002379385,0.009199199],"study_design_scores_gemma":[0.002886262,0.001418825,0.002558014,0.00009208229,0.0004241645,0.9854288,0.00009296583,0.0001882804,0.002999519,0.001313767,0.00241212,0.0001851847],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939132,0.001499549,0.00003925271,0.0006880757,0.0001864948,0.0006594777,0.00003225351,0.00007066126,0.002911088],"genre_scores_gemma":[0.9963863,0.00006276159,0.0001407995,0.000829244,0.00001171139,0.00005649868,0.00003401724,0.00001688608,0.002461715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009014015,"threshold_uncertainty_score":0.6282321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328774651054438,"score_gpt":0.2759155443127214,"score_spread":0.262627797802177,"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."}}