{"id":"W2082850801","doi":"10.1111/j.1464-5491.2005.01706.x","title":"Gestational diabetes: dilemma caused by multiple international diagnostic criteria","year":2005,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"American Diabetes Association","keywords":"Medicine; Gestational diabetes; Odds ratio; Diabetes mellitus; Incidence (geometry); Pregnancy; Obstetrics; Odds; Family medicine; Logistic regression; Gynecology; Gestation; Internal medicine; Endocrinology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004452073,0.00025344,0.0003841379,0.0002913009,0.00008980294,0.00003448471,0.000228323,0.00007397457,0.006916544],"category_scores_gemma":[0.00494571,0.0002109808,0.00007457636,0.000242059,0.0002628946,0.000184676,0.00008443623,0.0002339176,0.0004609344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001825151,"about_ca_system_score_gemma":0.00007527384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002712514,"about_ca_topic_score_gemma":0.000009378014,"domain_scores_codex":[0.9972734,0.00007211309,0.0005032157,0.0004325721,0.0011311,0.000587613],"domain_scores_gemma":[0.9973583,0.001343295,0.0001001576,0.0003167294,0.000376905,0.0005045621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007632811,0.0008486731,0.1870061,0.0003627543,0.0004613106,0.00006053914,0.000467556,0.00007415149,0.03065826,0.001103419,0.7354053,0.04347564],"study_design_scores_gemma":[0.007675063,0.0006807169,0.4492211,0.000494173,0.0001696078,0.000004045056,0.0001488447,0.01286068,0.002643852,0.0003992246,0.5253626,0.0003400686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9163882,0.0009211891,0.000840186,0.07119774,0.0006190507,0.000989401,0.0001839655,0.0001516363,0.008708597],"genre_scores_gemma":[0.98461,0.0002632097,0.001139516,0.006510408,0.0009851828,0.0002673839,0.002454911,0.0000414652,0.003727906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.262215,"threshold_uncertainty_score":0.9939913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093152502187542,"score_gpt":0.3110897745313361,"score_spread":0.2901582495094607,"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."}}