{"id":"W2059627815","doi":"10.1016/j.jad.2007.01.010","title":"Gender specific correlates of stigma toward depression in a Canadian general population sample","year":2007,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":125,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Health Research Board","keywords":"Stigma (botany); Mental health; Psychology; Depression (economics); Clinical psychology; Psychiatry; Population; Help-seeking; Mental health literacy; Mental illness; Medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004631137,0.0001037608,0.0002068853,0.0004554888,0.00006066919,0.000006812589,0.00009057426,0.00009331882,0.0003482973],"category_scores_gemma":[0.0000370481,0.00008740779,0.00007553103,0.0002442189,0.00002567019,0.0001266094,0.000008329568,0.0001793807,0.000004793665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002953224,"about_ca_system_score_gemma":0.00004046662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.25494,"about_ca_topic_score_gemma":0.2564356,"domain_scores_codex":[0.9989421,0.00009529508,0.0003834266,0.0001179206,0.0001540831,0.0003071942],"domain_scores_gemma":[0.9992288,0.0001940063,0.0002860359,0.00007798459,0.000050349,0.0001628259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002795962,0.0001627918,0.9166162,0.00001298496,0.00003410851,0.00001999665,0.001685547,0.00008575361,0.00004621923,0.000358939,0.0002105359,0.08048734],"study_design_scores_gemma":[0.001450409,0.0001882549,0.9951144,0.00003817927,0.00001272057,0.00001122511,0.001115031,0.000024181,0.0000981993,0.001694544,0.0001772024,0.00007561393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944686,0.001463957,0.0007064008,0.00005009465,0.0007902291,0.000253588,0.000009373044,0.000002997482,0.00225476],"genre_scores_gemma":[0.9995145,0.00006520881,0.0002583907,0.00003586344,0.00007622621,0.000002762288,0.00001418145,0.00001193064,0.0000209882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08041172,"threshold_uncertainty_score":0.7571325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02980851969423878,"score_gpt":0.355752656325934,"score_spread":0.3259441366316952,"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."}}