{"id":"W2081459415","doi":"10.1111/bdi.12151","title":"Sex hormones and biomarkers of neuroprotection and neurodegeneration: implications for female reproductive events in bipolar disorder","year":2013,"lang":"en","type":"review","venue":"Bipolar Disorders","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"Canadian Institutes of Health Research","keywords":"Neuroprotection; Neurodegeneration; Estrogen; Bipolar disorder; Neurotrophic factors; Hormone; Neuroscience; Internal medicine; Mood disorders; Endocrinology; Medicine; Mood; Psychology; Bioinformatics; Biology; Psychiatry; Receptor","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006936286,0.0006406368,0.001554996,0.002570885,0.0002105877,0.0006813533,0.000542791,0.0008130323,0.002218157],"category_scores_gemma":[0.001063353,0.0001894013,0.0005411341,0.002975618,0.0003748362,0.0006175337,0.0003771008,0.0006370079,0.000483654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005051028,"about_ca_system_score_gemma":0.001147595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150297,"about_ca_topic_score_gemma":0.004265305,"domain_scores_codex":[0.9997724,0.00006450583,0.00005571144,0.00003292889,0.00005761371,0.00001692508],"domain_scores_gemma":[0.9994802,0.0003070446,0.0001017908,0.00000834894,0.00008303098,0.00001960775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001899836,0.0000553988,0.002177677,0.05120807,0.0002926873,0.0005417042,0.0001472849,0.0001857936,0.001412142,0.001126793,0.0120047,0.9306577],"study_design_scores_gemma":[0.0001280044,0.0004772421,0.03971346,0.06058725,0.002288875,0.01273826,0.0008374566,0.0002882337,0.001724594,0.003913137,0.8772141,0.00008948379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001079792,0.9996194,0.00001750278,0.00008394293,0.00002973265,0.000001346297,0.000007248472,9.496924e-7,0.0001320239],"genre_scores_gemma":[0.001217641,0.9984517,0.00007162405,0.00006950507,0.00006348578,0.000003633656,0.00001170348,4.031351e-7,0.000110303],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002570885,"threshold_uncertainty_score":0.00742048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05324071175023417,"score_gpt":0.3570941711843017,"score_spread":0.3038534594340676,"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."}}