{"id":"W2168900899","doi":"10.1080/13557858.2010.488261","title":"The portrayal of depression in the three most popular English-language Black-American magazines in the USA: <i>Ebony</i> , <i>Essence</i> , and <i>Jet</i>","year":2010,"lang":"en","type":"article","venue":"Ethnicity and Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Ambiguity; Oppression; Ethnic group; Depression (economics); Meaning (existential); Context (archaeology); Identity (music); Gender studies; Racism; Sociology; Psychology; History; Aesthetics; Art; Linguistics; Political science; Politics; Anthropology; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.002321819,0.0001789841,0.0002958536,0.00004626538,0.0004356129,0.0000403027,0.0003697277,0.00008935976,0.00002324447],"category_scores_gemma":[0.00003745161,0.00008507496,0.00003150642,0.0003712056,0.0005451815,0.00009003298,0.00006204606,0.0007558183,0.000003345751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001315311,"about_ca_system_score_gemma":0.00004237838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02775764,"about_ca_topic_score_gemma":0.183837,"domain_scores_codex":[0.9980896,0.0004548505,0.0004500262,0.0003063309,0.0002497123,0.0004495528],"domain_scores_gemma":[0.99872,0.0004611339,0.0002577973,0.0004569897,0.0000214213,0.00008265025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001417799,0.0003404597,0.912608,0.00009405166,0.00000745219,0.00002752215,0.03786987,4.755653e-7,0.0001066624,0.005890829,0.001383421,0.04152949],"study_design_scores_gemma":[0.0008041945,0.0002395966,0.9848495,0.00004887126,0.000008476822,0.00002241621,0.01171166,0.00001483384,0.00002945952,0.0005878358,0.001586407,0.00009679178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855425,0.002189941,0.00000794041,0.008863541,0.0002770541,0.0008243622,0.00001922456,0.00001050164,0.002264873],"genre_scores_gemma":[0.9939067,0.0009939623,0.00004010891,0.004773382,0.0001509385,0.00006136614,0.00001237429,0.00001073991,0.000050412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1560794,"threshold_uncertainty_score":0.9787166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373389612858724,"score_gpt":0.3786421600028786,"score_spread":0.3449082638742914,"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."}}