{"id":"W1993481168","doi":"10.1586/eem.10.9","title":"Brick by brick: metformin for gestational diabetes mellitus?","year":2010,"lang":"en","type":"article","venue":"Expert Review of Endocrinology & Metabolism","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Metformin; Gestational diabetes; Pregnancy; Diabetes mellitus; Insulin; Cohort; Obstetrics; Internal medicine; Cohort study; Gestation; 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":[0.001099181,0.000230764,0.0005977568,0.0008412832,0.0002316067,0.0009489331,0.0003974802,0.0008977665,0.005057898],"category_scores_gemma":[0.005092046,0.00007138266,0.0002997624,0.001078516,0.000336365,0.0007915429,0.0003625819,0.0009913689,0.0009310854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004733173,"about_ca_system_score_gemma":0.000926038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127126,"about_ca_topic_score_gemma":0.002505192,"domain_scores_codex":[0.9995019,0.0002064916,0.00006612278,0.00002999326,0.0001582201,0.00003718371],"domain_scores_gemma":[0.9991007,0.0003035614,0.000311219,0.00003783459,0.0001298207,0.0001168988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007987825,0.000113185,0.007482065,0.001534066,0.00008519663,0.001628558,0.00008647089,0.00003829704,0.0005900141,0.00304629,0.09386148,0.8907356],"study_design_scores_gemma":[0.0005394252,0.0011706,0.04305143,0.009062631,0.000494842,0.01180637,0.0007358976,0.0002244492,0.002177689,0.005138425,0.9255317,0.00006657186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01639507,0.8284084,0.0004723262,0.1283676,0.007812709,0.00005582149,0.0003311128,0.000040367,0.01811675],"genre_scores_gemma":[0.1651856,0.7544683,0.004711845,0.05005307,0.008298742,0.0001490939,0.0005339839,0.00004426952,0.0165551],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005057898,"threshold_uncertainty_score":0.01692039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491267018963451,"score_gpt":0.3406624287564543,"score_spread":0.3257497585668198,"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."}}