{"id":"W2606549845","doi":"10.1177/0011000016671411","title":"Stigma of Seeking Psychological Services: Examining College Students Across Ten Countries/Regions","year":2017,"lang":"en","type":"article","venue":"The Counseling Psychologist","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Stigma (botany); Psychology; Help-seeking; Structural equation modeling; Social psychology; Assertion; Social stigma; Mental health; Psychiatry; Medicine","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002140727,0.0004051235,0.0005671383,0.00006460265,0.003139105,0.0002896851,0.003240383,0.0003166766,0.0004775562],"category_scores_gemma":[0.00004523091,0.0002754784,0.0001334388,0.0001710335,0.001161968,0.0002173239,0.0002646584,0.000480185,0.0004084832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006893271,"about_ca_system_score_gemma":0.00001297085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009000072,"about_ca_topic_score_gemma":0.0002905273,"domain_scores_codex":[0.9965303,0.0002882187,0.0008086366,0.0008222801,0.0006276323,0.0009229301],"domain_scores_gemma":[0.9957876,0.0004208443,0.00103486,0.002434711,0.0001629649,0.0001590319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003929855,0.004592161,0.8796192,0.0004510566,0.001066269,0.000608389,0.04866043,0.00002516963,0.0005887374,0.01372083,0.01831511,0.02842279],"study_design_scores_gemma":[0.006049338,0.0008640849,0.9616806,0.000531246,0.0001492574,0.000160232,0.0151798,0.00004692688,0.00005302338,0.002253825,0.01240471,0.0006269417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783119,0.001204691,0.0002306496,0.0012416,0.003223648,0.0009009712,0.000244283,0.0001537731,0.01448848],"genre_scores_gemma":[0.9943592,0.0004001686,0.000141166,0.001772255,0.0003471708,0.0001725858,0.00002842146,0.00004753214,0.002731483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08206142,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1130256921930335,"score_gpt":0.4690438875053252,"score_spread":0.3560181953122916,"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."}}