{"id":"W4236768111","doi":"10.31219/osf.io/96qda","title":"Impact of Marriage Over an Indian Housewife’s Mental Health: Case Series","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Housewife; Mental health; Gender studies; Psychology; Sociology; Psychiatry","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":[0.0003783737,0.001170343,0.0006296242,0.001486719,0.005380522,0.001402699,0.001226,0.002359843,0.002887613],"category_scores_gemma":[0.002931875,0.0006083536,0.0008389446,0.001510806,0.001700034,0.001088913,0.002631738,0.003339794,0.0004438673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982208,"about_ca_system_score_gemma":0.001562207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01134802,"about_ca_topic_score_gemma":0.02405608,"domain_scores_codex":[0.999308,0.0001538821,0.00006991798,0.0000875609,0.0001351218,0.0002455917],"domain_scores_gemma":[0.9990422,0.000192676,0.0002181193,0.00005206985,0.00006889069,0.000426163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001571447,0.00009615388,0.007115523,0.00005112493,0.00001409667,0.9854834,0.003533167,0.00007419603,0.0001705645,0.0004621431,0.0008034678,0.002180593],"study_design_scores_gemma":[0.000003334972,0.00004517144,0.005552461,0.000083244,0.00002076594,0.9840267,0.00704965,0.0001409714,0.0002064061,0.0003212654,0.002531396,0.00001859005],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9677821,0.006477067,0.001580017,0.005458194,0.0005513111,0.0002739933,0.0002286786,0.00004767591,0.01760087],"genre_scores_gemma":[0.991065,0.003495213,0.0007237493,0.001185608,0.000316004,0.00003608406,0.00006450882,0.00001607849,0.00309773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01134802,"threshold_uncertainty_score":0.02256393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228041417175758,"score_gpt":0.3561229345768107,"score_spread":0.3338425204050531,"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."}}