{"id":"W3013076265","doi":"10.4103/cjrm.cjrm_51_19","title":"Screening for gestational diabetes in pregnancy in Northwestern Ontario","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Rural Medicine","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Gestational diabetes; Pregnancy; Obstetrics; Medicine; Diabetes mellitus; Gestation; Endocrinology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00047098,0.0002044841,0.0001756409,0.0008956216,0.001224902,0.0005414661,0.000549074,0.0001545231,0.001480865],"category_scores_gemma":[0.001713102,0.0002116297,0.0002785133,0.001648799,0.0004073115,0.0002327598,0.0006418769,0.0002331863,0.0001322423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01597869,"about_ca_system_score_gemma":0.01820927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9787997,"about_ca_topic_score_gemma":0.985316,"domain_scores_codex":[0.999429,0.00006162384,0.00003635626,0.00007810284,0.0002534722,0.0001414564],"domain_scores_gemma":[0.9984341,0.0001083393,0.0005989855,0.00005030961,0.0004704339,0.0003377948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002191943,0.000008524913,0.9959125,0.00003024469,0.00001865834,0.0000681394,0.0002943,0.0001082861,0.0001116002,0.00003968499,0.0005972502,0.0027888],"study_design_scores_gemma":[0.000005163354,0.00001758725,0.9982404,0.00002629379,0.00001162306,0.00006682963,0.0003733288,0.000195046,0.0000436876,0.00001726032,0.0009994518,0.000003412658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900348,0.0008290714,0.000347396,0.0005088287,0.00001176569,0.00008715121,0.004087635,0.0000265497,0.004066874],"genre_scores_gemma":[0.9961452,0.0005733693,0.0005751469,0.0001192592,0.00000838677,0.0000479443,0.00140775,0.000004425114,0.001118349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0212003,"threshold_uncertainty_score":0.115934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04420609506956586,"score_gpt":0.2827075650038621,"score_spread":0.2385014699342963,"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."}}