{"id":"W4306167735","doi":"10.1016/j.yfrne.2022.101041","title":"Combined oral contraceptives and mental health: Are adolescence and the gut-brain axis the missing links?","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neuroendocrinology","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Gut–brain axis; Hormone; Physiology; Medicine; Gut flora; Endocrinology; Bioinformatics; Biology; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002743232,0.0001515734,0.0004320076,0.0001084249,0.0006615611,0.00001874672,0.0001199735,0.00002805658,0.00001752409],"category_scores_gemma":[0.0002766851,0.0001006641,0.00004131444,0.0001679175,0.0008389581,0.00005651164,0.0001516146,0.001005777,6.61943e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008765331,"about_ca_system_score_gemma":0.00008082249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000812698,"about_ca_topic_score_gemma":0.00001616464,"domain_scores_codex":[0.9976022,0.001023372,0.0003094833,0.0004434378,0.0001658423,0.0004556933],"domain_scores_gemma":[0.9992726,0.0001401088,0.0001731981,0.0002921196,0.00002615994,0.00009576214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01076363,0.0003041764,0.6778828,0.0001953433,0.00008089998,0.0002278884,0.005135782,0.00001317892,0.0006278623,0.002112033,0.0957178,0.2069386],"study_design_scores_gemma":[0.01220732,0.001195318,0.8990376,0.00004495856,0.00002341383,0.001152025,0.01031616,0.002074656,0.00002462509,0.001527116,0.07224699,0.0001498457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4486131,0.01262439,0.000198393,0.5360944,0.001041293,0.00132115,0.00001123258,0.00003304878,0.00006297642],"genre_scores_gemma":[0.9748444,0.002241832,0.0002692721,0.0220464,0.0001063659,0.0001264583,0.000008586508,0.00001705596,0.0003396097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5262313,"threshold_uncertainty_score":0.508826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01531703597110919,"score_gpt":0.2752606912069976,"score_spread":0.2599436552358884,"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."}}