{"id":"W4415219874","doi":"10.33921/hwyabma4","title":"The Effect of Imagined Contact on Attitudes Towards Individuals with Mental Illness","year":2025,"lang":"en","type":"article","venue":"Journal of Interpersonal Relations Intergroup Relations and Identity","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outgroup; Affect (linguistics); Mental illness; Psychological intervention; Intervention (counseling); Mental health; White (mutation); Depression (economics); Depressive symptoms","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007714049,0.0002516177,0.0001574528,0.0001846914,0.0004965662,0.0005270756,0.0001675014,0.0003900111,0.003514037],"category_scores_gemma":[0.00423211,0.0001145787,0.0002897879,0.0000689341,0.0003680072,0.0002772281,0.0006106243,0.0006138983,0.0001533451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254385,"about_ca_system_score_gemma":0.000207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009285932,"about_ca_topic_score_gemma":0.002918563,"domain_scores_codex":[0.9994833,0.0003113952,0.00001978902,0.00003389901,0.00009414866,0.00005746345],"domain_scores_gemma":[0.9975453,0.0009917645,0.0005851547,0.0001309788,0.0000965678,0.0006502116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006511423,0.02435862,0.7080423,0.0005087574,0.0006781708,0.0005714905,0.02296412,0.000762056,0.02635106,0.0006189785,0.001217396,0.2074155],"study_design_scores_gemma":[0.0001623905,0.007174908,0.9822063,0.00006418035,0.0001054381,0.0001801154,0.006555086,0.0005262625,0.001434858,0.0002006234,0.001364373,0.00002539565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990016,0.00004548936,0.00003235528,0.00005805817,0.000008336448,0.000007602209,0.000005098112,0.000001921364,0.0008397558],"genre_scores_gemma":[0.9995292,0.00006677044,0.0001029913,0.00001954609,0.000005606211,0.00001050168,0.000008015812,4.500734e-7,0.0002568946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003514037,"threshold_uncertainty_score":0.01175565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007221263258827618,"score_gpt":0.3444364141814072,"score_spread":0.3372151509225796,"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."}}