{"id":"W2607772692","doi":"10.1016/j.socscimed.2017.04.034","title":"Culture and depression in global mental health: An ecosocial approach to the phenomenology of psychiatric disorders","year":2017,"lang":"en","type":"letter","venue":"Social Science & Medicine","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":138,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Psychiatry; Mental health; Phenomenology (philosophy); Depression (economics); Psychology; Public health; Medicine; Clinical psychology; Epistemology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008047469,0.0002529208,0.0005486721,0.0001548459,0.001666431,0.0000256622,0.001028833,0.000380532,0.00006470944],"category_scores_gemma":[0.0000301434,0.000154842,0.00004052855,0.0005813583,0.001528832,0.0001277489,0.0001264483,0.0006481235,0.000005372818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281561,"about_ca_system_score_gemma":0.0001293568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00366818,"about_ca_topic_score_gemma":0.0008837573,"domain_scores_codex":[0.9973184,0.0002544196,0.0004013515,0.0007019698,0.0006012417,0.0007225512],"domain_scores_gemma":[0.9990094,0.0000209056,0.0004553557,0.0003334984,0.00003376253,0.0001470908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009183744,0.0002972219,0.03147249,0.0001024438,0.00001762562,0.000004052079,0.08329219,7.433732e-8,0.000002553112,0.0008880035,0.7209432,0.1628883],"study_design_scores_gemma":[0.007151025,0.002552876,0.3396718,0.0002662177,0.0001160829,0.00003198582,0.03306267,0.00001349072,9.030657e-7,0.006906856,0.6093602,0.0008658232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08341786,0.00414291,0.00001403635,0.8175064,0.005448026,0.002292337,0.0002002401,0.00002836937,0.08694983],"genre_scores_gemma":[0.7813069,0.0002151347,0.00006896005,0.2068668,0.01002169,0.0002157232,0.0003831566,0.00002811593,0.0008934953],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.697889,"threshold_uncertainty_score":0.9996333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03527101786544231,"score_gpt":0.4151213004320082,"score_spread":0.3798502825665659,"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."}}