{"id":"W3105252489","doi":"10.1136/bmj.c1708","title":"Treatment of gestational diabetes","year":2010,"lang":"en","type":"letter","venue":"BMJ","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Gestational diabetes; Shoulder dystocia; Odds ratio; Pregnancy; Diabetes mellitus; Obstetrics; Confidence interval; Pediatrics; Gestational age; Eclampsia; Randomized controlled trial; Gestation; Surgery; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004502251,0.0007326625,0.002088726,0.00123,0.00259044,0.001959405,0.001516322,0.03496448,0.008335806],"category_scores_gemma":[0.04382257,0.0005950947,0.001484481,0.0008087584,0.003029606,0.00494073,0.001744732,0.0381754,0.005119835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00516483,"about_ca_system_score_gemma":0.004773661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0076152,"about_ca_topic_score_gemma":0.01214938,"domain_scores_codex":[0.9926092,0.002851003,0.001038984,0.0004273058,0.002495532,0.0005779198],"domain_scores_gemma":[0.988382,0.006628604,0.001162639,0.0003748753,0.001398731,0.002053121],"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":[0.000214326,0.0001160561,0.001261113,0.0005710656,0.0000478356,0.002119861,0.0001673057,0.0001021837,0.000420288,0.006664223,0.9392278,0.049088],"study_design_scores_gemma":[0.0007359876,0.0003040706,0.004571856,0.004608395,0.0001002482,0.006288018,0.0006028577,0.0003801509,0.0002598267,0.02028256,0.96176,0.0001061514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001798874,0.007906323,0.00005309588,0.9777907,0.01159153,0.000005075558,0.00002656256,0.000007840438,0.002439052],"genre_scores_gemma":[0.004696169,0.01671398,0.0003575507,0.8893032,0.08394711,0.00005669588,0.0000540968,0.00001795714,0.004853263],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03496448,"threshold_uncertainty_score":0.03747368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03020982610424039,"score_gpt":0.330945963610424,"score_spread":0.3007361375061836,"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."}}