{"id":"W6923366093","doi":"10.1371/journal.pone.0252343.s023","title":"Characteristics of included studies.","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Gestational diabetes; Risk factor; Type 1 diabetes; Heart disease; Atlanta; Type 2 Diabetes Mellitus; Congenital malformations","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006374377,0.002026394,0.00536692,0.01823952,0.001284115,0.002703243,0.00216089,0.001613351,0.2130161],"category_scores_gemma":[0.06864055,0.001059055,0.004745412,0.02538327,0.0006429119,0.003084317,0.001423023,0.00199846,0.02088855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00343036,"about_ca_system_score_gemma":0.005859983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008612237,"about_ca_topic_score_gemma":0.01526635,"domain_scores_codex":[0.9908325,0.001361128,0.005070193,0.001197619,0.0009785276,0.00056006],"domain_scores_gemma":[0.9643214,0.02340307,0.006289469,0.001157613,0.004111558,0.0007168743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001640061,0.00008070639,0.004746734,0.4974663,0.005346088,0.0003582542,0.0004905617,0.000574239,0.0006650736,0.002953308,0.4304466,0.05523216],"study_design_scores_gemma":[0.006270037,0.0003340413,0.02730344,0.2982738,0.01271723,0.001103926,0.001056259,0.0005704596,0.0008901251,0.008106887,0.6432065,0.0001672998],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002641835,0.09402338,0.002105495,0.002048415,0.002010543,0.01499547,0.8651088,0.0005698696,0.01649623],"genre_scores_gemma":[0.05568263,0.152643,0.01553974,0.0153529,0.00264577,0.1838482,0.521475,0.00146754,0.05134527],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7869838,"threshold_uncertainty_score":0.7126099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109607320608031,"score_gpt":0.3776052630634479,"score_spread":0.2679979424554169,"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."}}