{"id":"W4390353679","doi":"10.2196/45536","title":"COVID-19 Vaccination Reactions and Risk of Breakthrough Infections Among People With Diabetes: Cohort Study Derived From Community Reporters","year":2023,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Diabetes mellitus; Medicine; Exploratory research; Vaccination; Cohort study; Cohort; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Virology; Internal medicine; Outbreak; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001043649,0.0002085707,0.0005053804,0.0003883324,0.0005263328,0.00004928057,0.0001219611,0.0001125735,0.00003145448],"category_scores_gemma":[0.001605811,0.0001787035,0.00008350512,0.001215675,0.0001641241,0.0002435658,0.0001372252,0.0005703499,0.00001284141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001878185,"about_ca_system_score_gemma":0.000257972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01395497,"about_ca_topic_score_gemma":0.0080665,"domain_scores_codex":[0.9979504,0.000463727,0.0004219544,0.0003607269,0.000455352,0.0003478714],"domain_scores_gemma":[0.997083,0.001488217,0.0002811893,0.0007644139,0.0002423136,0.0001408714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000378557,0.0008231616,0.9869229,0.0001884747,0.0007119197,0.000008412964,0.003545911,0.00000745045,0.007064114,0.000001284329,0.0002820008,0.0004064914],"study_design_scores_gemma":[0.001818617,0.0009026109,0.9855069,0.00006771414,0.0003991346,0.000001449383,0.004558498,0.0005347137,0.005462923,0.0001346689,0.000442355,0.0001704418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970009,0.00003440222,0.00002830399,0.0001592222,0.00006243415,0.001991758,0.00006564729,0.0003166417,0.0003407241],"genre_scores_gemma":[0.9979172,0.00001710675,0.00002972749,0.00086125,0.00004633565,0.0009812479,0.00008767685,0.00003783484,0.00002157747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005888474,"threshold_uncertainty_score":0.9926112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02923208295202324,"score_gpt":0.3409875153169282,"score_spread":0.3117554323649049,"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."}}