{"id":"W2143580415","doi":"10.1080/10401230701653294","title":"Gender Issues in Depression","year":2007,"lang":"en","type":"review","venue":"Annals of Clinical Psychiatry","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":278,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Depression (economics); Antidepressant; Menstrual cycle; Psychology; Psychiatry; Pregnancy; Etiology; Clinical psychology; Medicine; Anxiety; Hormone; Internal medicine","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":[0.001580698,0.0006767591,0.001690154,0.001393551,0.0004421276,0.001123692,0.0007389069,0.001551252,0.004045833],"category_scores_gemma":[0.002999528,0.0002500537,0.0006631786,0.001881104,0.001482422,0.001441992,0.0009000349,0.001503088,0.001277072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008488816,"about_ca_system_score_gemma":0.001597067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002132685,"about_ca_topic_score_gemma":0.00279297,"domain_scores_codex":[0.999317,0.0002739441,0.00008633763,0.00007885609,0.000194268,0.00004950224],"domain_scores_gemma":[0.998904,0.0007350249,0.0001418243,0.00002478962,0.0001398639,0.00005446989],"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":[0.00009512966,0.00002914096,0.001034672,0.01319079,0.0001237928,0.0005292401,0.0004073809,0.0001194727,0.0002396847,0.006180146,0.0454016,0.9326489],"study_design_scores_gemma":[0.00005147468,0.0001646278,0.006983001,0.01844562,0.0003092192,0.0109979,0.0009431404,0.00007103485,0.0002425497,0.01090673,0.9508472,0.00003743495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001059726,0.9979451,0.00003740684,0.000803972,0.0003888467,0.000002349902,0.000005589106,0.000001801818,0.00070893],"genre_scores_gemma":[0.002417623,0.9953508,0.00007589247,0.0009453103,0.0006964135,0.000006107812,0.00001184196,0.000001287376,0.0004946864],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004045833,"threshold_uncertainty_score":0.01353472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6205390270404876,"score_gpt":0.6338971035797232,"score_spread":0.0133580765392356,"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."}}