{"id":"W2518460496","doi":"10.1016/j.socscimed.2016.08.021","title":"Gendered depression: Vulnerability or exposure to work and family stressors?","year":2016,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Stressor; Psychology; Vulnerability (computing); Depression (economics); Work–family conflict; Depressive symptoms; Clinical psychology; Developmental psychology; Psychiatry; Work (physics); Anxiety","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":[0.0006927011,0.000174664,0.0003601141,0.0007169911,0.0005372536,0.001037793,0.0003293121,0.0006538975,0.003015257],"category_scores_gemma":[0.004094036,0.0001587901,0.0002732221,0.0006175357,0.000598838,0.0008173095,0.0008667723,0.0006180565,0.000137385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002721074,"about_ca_system_score_gemma":0.0004546367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004217973,"about_ca_topic_score_gemma":0.009570688,"domain_scores_codex":[0.9994913,0.0001523974,0.00003946116,0.00007258767,0.00007603706,0.0001681859],"domain_scores_gemma":[0.998773,0.0003082581,0.0005024117,0.00004971808,0.00007236001,0.0002941026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001535529,0.0001095974,0.9834644,0.00002921116,0.00009497227,0.0004968377,0.001938425,0.00002966239,0.0003426067,0.0003746495,0.0001984414,0.01276761],"study_design_scores_gemma":[0.000004777531,0.00007429421,0.9925191,0.00003422678,0.00002481508,0.0005099241,0.005902094,0.00006735333,0.00003851128,0.0005094286,0.0003088774,0.000006405382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947008,0.001504007,0.00009439639,0.001094808,0.0000419048,0.000008395712,0.0001251798,0.000001327246,0.002429213],"genre_scores_gemma":[0.9993873,0.0003368454,0.00002327147,0.00006633125,0.00002404073,0.000003194999,0.00002120149,4.365728e-7,0.0001373082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004217973,"threshold_uncertainty_score":0.01008701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05620272241402111,"score_gpt":0.3547040544446197,"score_spread":0.2985013320305986,"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."}}