{"id":"W4381377576","doi":"10.2337/db23-282-or","title":"282-OR: Closed-Loop Insulin Delivery Postpartum in Type 1 Diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomization; Breastfeeding; Randomized controlled trial; Pregnancy; Postpartum period; Insulin; Type 2 diabetes; Type 1 diabetes; Insulin pump; Diabetes mellitus; Internal medicine; Endocrinology; Pediatrics","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":[0.001273242,0.0003257795,0.0007120452,0.0001921683,0.0001192791,0.0004220484,0.0004382296,0.0003587264,0.008977365],"category_scores_gemma":[0.002157942,0.0001089527,0.0004838509,0.0002475095,0.0002531837,0.0003541835,0.0003148138,0.000622337,0.0005266482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002278975,"about_ca_system_score_gemma":0.0004300995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002823373,"about_ca_topic_score_gemma":0.0002986356,"domain_scores_codex":[0.9992846,0.0004596173,0.00004419567,0.00007517901,0.00007693145,0.00005952007],"domain_scores_gemma":[0.9991558,0.0004494556,0.0001951236,0.00005604819,0.00002899257,0.0001147029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5647796,0.005461211,0.01019069,0.00312574,0.0008500264,0.0001629677,0.0001056295,0.0006724045,0.003323161,0.0006365293,0.002700379,0.4079916],"study_design_scores_gemma":[0.3995844,0.4419342,0.1080227,0.001713484,0.00326215,0.001320893,0.0003051641,0.008832259,0.007628317,0.003196031,0.02412065,0.00007967737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692593,0.01282169,0.003874589,0.0009807943,0.0007486091,0.001397349,0.001123335,0.0002773418,0.00951697],"genre_scores_gemma":[0.9887678,0.003499814,0.002330617,0.0007624179,0.0002793751,0.0009268866,0.0004981865,0.0000259106,0.002909065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008977365,"threshold_uncertainty_score":0.03003222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259153394246688,"score_gpt":0.2966052298236553,"score_spread":0.2640136958811884,"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."}}