{"id":"W2613134490","doi":"10.14341/dm8226","title":"Risk of gestational diabetes mellitus: which lifestyle parameters should be changed?","year":2017,"lang":"en","type":"article","venue":"Diabetes Mellitus","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill-Queen's University Press","funders":"","keywords":"Medicine; Gestational diabetes; Diabetes mellitus; Internal medicine; Obstetrics; Pregnancy; 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":[0.0009961003,0.0002876631,0.0006184864,0.0003445045,0.0002452881,0.0007903147,0.000369531,0.0009275334,0.002709822],"category_scores_gemma":[0.006180799,0.0001358328,0.0005694222,0.0009200217,0.0003732579,0.0006576891,0.0002755882,0.0008915136,0.0003977732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004578322,"about_ca_system_score_gemma":0.0006400528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002108305,"about_ca_topic_score_gemma":0.002417473,"domain_scores_codex":[0.9994103,0.0002658133,0.00006548512,0.00007722164,0.0001263586,0.00005478107],"domain_scores_gemma":[0.9982554,0.0006184828,0.0006454148,0.00005150902,0.0001542932,0.0002747089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006646376,0.0001633756,0.873989,0.0005495878,0.0002317631,0.0004747492,0.0002726134,0.0001306201,0.0003607359,0.0003559675,0.00307149,0.1197354],"study_design_scores_gemma":[0.00009007844,0.0003996767,0.9847164,0.001233504,0.00041443,0.001955339,0.001317532,0.0005584631,0.0002437008,0.001904322,0.007130601,0.00003597924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.784775,0.09480006,0.002443238,0.1040606,0.001627806,0.00008008609,0.001070725,0.00007258126,0.01106989],"genre_scores_gemma":[0.9552755,0.03348672,0.003602311,0.005053789,0.001129087,0.00005820561,0.0005085903,0.00001578826,0.000869981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002709822,"threshold_uncertainty_score":0.00906533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04117897529100038,"score_gpt":0.3116421357122487,"score_spread":0.2704631604212483,"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."}}