{"id":"W2560685534","doi":"10.7717/peerj.2783","title":"The effects of the gender-culture interaction on self-reports of depressive symptoms: cross-cultural study among Egyptians and Canadians","year":2016,"lang":"en","type":"article","venue":"PeerJ","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; Toronto Metropolitan University","funders":"","keywords":"Depression (economics); Beck Depression Inventory; Cognition; Clinical psychology; Psychology; Depressive symptoms; Affect (linguistics); Psychiatry; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000992845,0.000114968,0.0001394501,0.00002080039,0.0002543707,0.00002380341,0.0001205807,0.00005834928,0.00002655449],"category_scores_gemma":[0.00005540674,0.0000455631,0.00005026103,0.00006095461,0.0001327979,0.0001078159,0.00003331662,0.00008584584,0.000002950346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006944763,"about_ca_system_score_gemma":0.00001196845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006511895,"about_ca_topic_score_gemma":0.004774694,"domain_scores_codex":[0.9991022,0.0001303027,0.0002258338,0.0001998503,0.0001578106,0.0001840492],"domain_scores_gemma":[0.9990627,0.0002535092,0.0002617573,0.0002937502,0.00007842398,0.00004981265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006520182,0.0002803976,0.9736928,0.00005240031,0.0002579714,0.00003466073,0.01295326,6.652849e-7,0.0005033512,0.0001255346,0.000991224,0.0110425],"study_design_scores_gemma":[0.0008618925,0.0003331695,0.9941694,0.00007971907,0.00007817923,0.00001971229,0.001412386,0.000001047964,0.002535381,0.00005979594,0.0003879544,0.00006139979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994944,0.0003049262,6.824429e-7,0.0001323794,0.00106302,0.0008183388,0.00001010775,0.00001540159,0.002711134],"genre_scores_gemma":[0.9974697,0.00001398125,9.11441e-7,0.00004461957,0.00004235565,0.00009877539,0.000001604225,0.000008655221,0.002319366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02047653,"threshold_uncertainty_score":0.9844081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199753307754687,"score_gpt":0.3537822781673823,"score_spread":0.3417847450898354,"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."}}