{"id":"W3093160278","doi":"10.1136/bmjopen-2020-040072","title":"Associations between hormonal contraception use, sociodemographic factors and mental health: a nationwide, register-based, matched case–control study","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jane ja Aatos Erkon Säätiö","keywords":"Medicine; Demography; Residence; Odds ratio; Socioeconomic status; Quarter (Canadian coin); Medical prescription; Mental health; Population; Odds; Reproductive health; Psychiatry; Environmental health; Logistic regression; Nursing","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":[0.0009056351,0.0003271196,0.0004444867,0.0009361829,0.000877656,0.0006342736,0.0005361131,0.0005381841,0.001953693],"category_scores_gemma":[0.001849455,0.0006873783,0.0006517768,0.001430794,0.0003462567,0.0005325975,0.0003554988,0.0004935031,0.0003613449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000507796,"about_ca_system_score_gemma":0.0004864881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01008468,"about_ca_topic_score_gemma":0.01290992,"domain_scores_codex":[0.9990131,0.0002284627,0.00013967,0.0003299424,0.0001701918,0.0001185966],"domain_scores_gemma":[0.999062,0.0001284219,0.0004209221,0.0001749813,0.0001228715,0.00009082016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003757503,0.0002404316,0.9975356,0.00002820776,0.000290816,0.0001458077,0.0001017823,0.00001991637,0.0002843018,0.0000256708,0.0001952739,0.0007564823],"study_design_scores_gemma":[0.0001436431,0.0003913647,0.9979955,0.00001202912,0.0002294003,0.0004210137,0.0002013427,0.000180301,0.00007080052,0.0000226829,0.0003249567,0.000007033076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985454,0.0001962933,0.0001503243,0.0000180624,0.000009369498,0.00007714673,0.0006520806,0.000003432062,0.0003478564],"genre_scores_gemma":[0.9984848,0.0001375056,0.0002078293,0.00004011916,0.00001940904,0.0001027407,0.0007802153,0.000001782952,0.0002256412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01008468,"threshold_uncertainty_score":0.02005196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1531930056322265,"score_gpt":0.4152375293332942,"score_spread":0.2620445237010677,"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."}}