{"id":"W2145739964","doi":"10.2337/dc09-0900","title":"Postpartum Diabetes Screening","year":2009,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Diabetes mellitus; Obstetrics; Endocrinology","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":[0.0001023802,0.0001630685,0.0002384123,0.0001807815,0.00009452058,0.00005340795,0.0001191158,0.00005428892,0.0001601786],"category_scores_gemma":[0.000164361,0.0001471745,0.0001288923,0.0002443202,0.00004354342,0.0001208279,0.0000462111,0.0001655883,0.0003264594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005191676,"about_ca_system_score_gemma":0.00003615248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001046045,"about_ca_topic_score_gemma":7.328953e-7,"domain_scores_codex":[0.998442,0.00003022655,0.0001716421,0.000280946,0.0004555611,0.0006196504],"domain_scores_gemma":[0.9990917,0.00005936909,0.0000360952,0.0002874791,0.0002419833,0.0002833787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002316561,0.0001027092,0.8297182,0.0003490666,0.0001055549,0.00002462565,0.0002499234,0.00003208389,0.008976191,0.0006514624,0.01388787,0.1458792],"study_design_scores_gemma":[0.0008693137,0.0007854751,0.9599861,0.0002066331,0.00006461445,2.736596e-7,0.0005009084,0.0004680413,0.01095396,0.0003580097,0.0256089,0.0001977842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774379,0.001501243,0.00002522936,0.004060762,0.00007202209,0.0004683087,0.00004195512,0.0001599853,0.01623267],"genre_scores_gemma":[0.9925546,0.00004189138,0.001853898,0.004288929,0.0001417332,0.00003408502,0.0005030765,0.00001852428,0.00056324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1456814,"threshold_uncertainty_score":0.6001602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134334066524108,"score_gpt":0.274985538453033,"score_spread":0.2615521318006222,"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."}}