{"id":"W6923381280","doi":"10.1371/journal.pone.0289421.s002","title":"NOS quality assessment.","year":2023,"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":"Funnel plot; Caesarean section; Pregnancy; Prenatal care; Meta-analysis; Obstetrics and gynaecology; Publication bias; Inclusion (mineral); Cochrane Library","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":[],"consensus_categories":[],"category_scores_codex":[0.08273005,0.004396872,0.01982746,0.02570289,0.003941107,0.0196889,0.008454676,0.007912991,0.243844],"category_scores_gemma":[0.3712729,0.002916342,0.01244424,0.02373748,0.005971382,0.009015004,0.009490997,0.006089585,0.0364442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0223098,"about_ca_system_score_gemma":0.07225259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01461341,"about_ca_topic_score_gemma":0.0116339,"domain_scores_codex":[0.8518834,0.04145433,0.0620419,0.01501329,0.02669889,0.002908137],"domain_scores_gemma":[0.6638784,0.09592713,0.06717353,0.03384954,0.1341307,0.005040602],"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":[0.001173147,0.00009627643,0.001357718,0.6898801,0.001867112,0.0001917371,0.001562526,0.0004584081,0.00037513,0.009200203,0.1732503,0.1205873],"study_design_scores_gemma":[0.002303831,0.000150425,0.002684179,0.6332095,0.002762522,0.0002024114,0.001022348,0.001194295,0.0006370255,0.01533122,0.3402404,0.0002618724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002765881,0.04108686,0.02046072,0.03295005,0.0220353,0.2847981,0.5290931,0.004774563,0.06203542],"genre_scores_gemma":[0.02499579,0.03137153,0.04059485,0.01218004,0.001932224,0.8143708,0.04790342,0.002552052,0.02409936],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.243844,"threshold_uncertainty_score":0.8157393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1997311297768479,"score_gpt":0.4563843904841929,"score_spread":0.2566532607073451,"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."}}