{"id":"W7133010772","doi":"","title":"The Role of Treatment-Seeking Stigma on Treatment Engagement and Outcome","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"De Veber","funders":"","keywords":"Stigma (botany); Mental health; Distress; Cognitive behaviour therapy; Outcome (game theory); Help-seeking; Psychological distress; Cognitive therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01070148,0.0001948235,0.0007053366,0.0005765318,0.001632229,0.004160045,0.0007300556,0.000901162,0.005257769],"category_scores_gemma":[0.04524265,0.0002021778,0.0008502533,0.0007734438,0.001055915,0.001627929,0.002406571,0.002785078,0.0005209824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00235529,"about_ca_system_score_gemma":0.003115681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003278075,"about_ca_topic_score_gemma":0.005240184,"domain_scores_codex":[0.9893275,0.005824048,0.000521742,0.0004549576,0.002039674,0.001832033],"domain_scores_gemma":[0.9810891,0.01088539,0.003690839,0.0006311322,0.001122346,0.002581188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001602883,0.008307784,0.6462706,0.0005845451,0.0009370626,0.000366126,0.0464998,0.0006642583,0.001007986,0.003672256,0.001918824,0.2881679],"study_design_scores_gemma":[0.0001038614,0.001177083,0.9757557,0.0006401789,0.0001733157,0.0002602732,0.01477949,0.001023852,0.0004250381,0.003318134,0.002300434,0.00004261565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988303,0.00127539,0.0002938026,0.002251115,0.00002746439,0.0001073661,0.00008636225,0.00001121037,0.007644252],"genre_scores_gemma":[0.9986796,0.0003280892,0.0001449072,0.0001099798,0.00001065552,0.00008060287,0.00006316313,0.000005415166,0.0005774825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01070148,"threshold_uncertainty_score":0.0565955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09971660028933757,"score_gpt":0.4653488215258849,"score_spread":0.3656322212365473,"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."}}