{"id":"W2775095831","doi":"10.1186/s12978-017-0423-1","title":"Exclusion of married adolescents in a study of gestational diabetes mellitus: a case study","year":2017,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Dalhousie University; University of Oxford","keywords":"Reproductive medicine; Confidentiality; Gestational diabetes; Medicine; Inclusion and exclusion criteria; Diabetes mellitus; Informed consent; Inclusion (mineral); Marital status; Demography; Family medicine; Psychology; Pregnancy; Gerontology; Population; Law; Environmental health; Social psychology; Sociology; Alternative medicine; Political science; Gestation","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001428175,0.0001036804,0.0003980844,0.0002527066,0.000150558,0.000008957597,0.0001106072,0.00001698469,0.00002364871],"category_scores_gemma":[0.0008196872,0.00009162832,0.00003205247,0.0001492028,0.00008537157,0.0001038205,0.0001722117,0.0001396597,0.000004584906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001297211,"about_ca_system_score_gemma":0.0002444381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004401044,"about_ca_topic_score_gemma":0.0007114635,"domain_scores_codex":[0.9979609,0.0002573123,0.0004664515,0.00046147,0.0006007015,0.0002531497],"domain_scores_gemma":[0.9982797,0.00004624134,0.0003654606,0.0008173246,0.0003658026,0.0001254674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003381057,0.01043058,0.9672676,0.00107658,0.0001003716,0.0002255806,0.008657495,0.0000389477,0.000271055,0.00003113267,0.0001137589,0.01144883],"study_design_scores_gemma":[0.00371742,0.003789167,0.9740774,0.0002401588,0.00001954509,0.000007467464,0.01777755,0.00006960076,0.000147493,0.00007943816,0.00001924948,0.00005550971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954037,0.0002077025,0.000006974412,0.0007695572,0.0000595036,0.003391667,0.00001308289,0.000005974171,0.0001418608],"genre_scores_gemma":[0.9994565,0.00003904991,0.0001727427,0.00003190535,0.00004256816,0.00008949432,0.000008456141,0.00001144435,0.0001478445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01139332,"threshold_uncertainty_score":0.6653092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0592949229742851,"score_gpt":0.4034448144021316,"score_spread":0.3441498914278466,"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."}}