{"id":"W3085013744","doi":"10.1530/ec-20-0423","title":"Effects of oral contraceptives on metabolic parameters in adult premenopausal women: a meta-analysis","year":2020,"lang":"en","type":"article","venue":"Endocrine Connections","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Meta-analysis; Combined oral contraceptives; Gynecology; Physiology; Obstetrics; Internal medicine; Population; Family planning; Research methodology; Environmental health","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":[0.008485745,0.002825103,0.01638136,0.004946111,0.0005328974,0.002701942,0.001504425,0.002058229,0.002918672],"category_scores_gemma":[0.01409641,0.001453486,0.0412083,0.005889323,0.0004709559,0.001084273,0.0009811172,0.001420896,0.0003084098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154642,"about_ca_system_score_gemma":0.001854128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005352849,"about_ca_topic_score_gemma":0.01023487,"domain_scores_codex":[0.9948224,0.002311129,0.001366589,0.0007638795,0.0005168741,0.0002192387],"domain_scores_gemma":[0.9922615,0.005105198,0.001552929,0.0003101901,0.0006100917,0.000160057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00324884,0.00002538016,0.005528606,0.09714685,0.8869993,0.0001147442,0.00002713225,0.000447955,0.000247782,0.00004935189,0.0003046599,0.005859428],"study_design_scores_gemma":[0.0006301423,0.0001623061,0.003962129,0.005169686,0.9890647,0.00006997943,0.00001507393,0.0001326177,0.00007238172,0.00006522657,0.000644077,0.00001169755],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009219506,0.989288,0.0003676816,0.0001392685,0.0001395095,0.000116891,0.000504171,0.0000218982,0.0002030314],"genre_scores_gemma":[0.3085491,0.6856915,0.00203126,0.000923687,0.000395874,0.0006117945,0.001293288,0.00003641739,0.0004670226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01638136,"threshold_uncertainty_score":0.04487747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04811531119984981,"score_gpt":0.3192310905586359,"score_spread":0.2711157793587861,"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."}}