{"id":"W4213248055","doi":"10.1192/j.eurpsy.2021.306","title":"Adolescent oral contraceptive use and future major depressive disorder","year":2021,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Russian Foundation for Basic Research","keywords":"Major depressive disorder; Depression (economics); Psychiatry; Odds ratio; Medicine; Psychology; Cohort; Major depressive episode; Population; Mental health; Association (psychology); Clinical psychology; Demography; Internal medicine; Mood","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":[0.0006231656,0.0001651354,0.0001984608,0.0004347053,0.0002143287,0.0004529961,0.0001979463,0.0001543322,0.004105304],"category_scores_gemma":[0.002335494,0.0001487844,0.0004148993,0.0004939319,0.0001378359,0.0001587041,0.0002583675,0.0003187444,0.0001650412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002407482,"about_ca_system_score_gemma":0.000381275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005768945,"about_ca_topic_score_gemma":0.007682299,"domain_scores_codex":[0.9997523,0.00009270751,0.00002413814,0.00004740879,0.00004083869,0.00004250734],"domain_scores_gemma":[0.9983774,0.0005290968,0.0007425458,0.00006757498,0.0001068071,0.0001766313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003253432,0.000009187655,0.9976538,0.0000198035,0.00007177042,0.00002040343,0.00002132674,0.00004080399,0.00003661405,0.00003128253,0.00008646975,0.001976033],"study_design_scores_gemma":[0.000007422407,0.00007285064,0.9988081,0.00003036053,0.00005707156,0.0002369714,0.00007057365,0.0002496252,0.00003990124,0.00007133272,0.0003539587,0.000001699358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943181,0.002502015,0.0001706539,0.000263095,0.00001697797,0.00001805469,0.0014099,0.000007183285,0.001294145],"genre_scores_gemma":[0.9982166,0.0009415007,0.0001498205,0.00002584887,0.00001639886,0.000008758076,0.0003805278,8.538408e-7,0.0002596431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005768945,"threshold_uncertainty_score":0.01373363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143436858719652,"score_gpt":0.2715231771767171,"score_spread":0.2571794913047519,"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."}}