{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001609275,0.0003812381,0.0007650648,0.0004951512,0.0001334673,0.00002008984,0.0001454084,0.0001573428,0.00002796407],"category_scores_gemma":[0.00008123677,0.0003546995,0.0001795145,0.0004976468,0.0001400885,0.0001377901,0.0000744035,0.0002073447,0.000006173188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002088735,"about_ca_system_score_gemma":0.00004127993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003407563,"about_ca_topic_score_gemma":0.0001653981,"domain_scores_codex":[0.9977127,0.0003522458,0.0006474581,0.0009091621,0.00009703552,0.0002814503],"domain_scores_gemma":[0.998747,0.0001276549,0.000410371,0.0005767865,0.00006271942,0.00007549685],"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":[0.0000124061,0.0001767343,0.01034891,0.001057146,0.00006970296,2.301817e-7,0.00008151944,5.634126e-7,0.00007208523,0.0002337835,0.0001449127,0.987802],"study_design_scores_gemma":[0.0005093625,0.0001662719,0.05591926,0.000138772,0.0002840131,0.00004642122,0.00005605143,0.000006382571,0.000006697442,0.00009928206,0.9424587,0.0003088173],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007956436,0.9870121,0.0002086598,0.0004551577,0.0002790766,0.003912596,0.0001205374,0.00004308084,0.00001233055],"genre_scores_gemma":[0.0007286494,0.9963001,0.0001452219,0.00001266938,0.00007026268,0.001684202,0.0001319568,0.00009162659,0.0008353139],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9874932,"threshold_uncertainty_score":0.9998905,"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."}}