{"id":"W1988247571","doi":"10.1007/s00406-011-0252-0","title":"Measuring the stigma of psychiatry and psychiatrists: development of a questionnaire","year":2011,"lang":"en","type":"review","venue":"European Archives of Psychiatry and Clinical Neuroscience","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Cilag; Servier; Pfizer; H. Lundbeck A/S; Eli Lilly and Company","keywords":"Stigma (botany); Mental illness; Psychological intervention; Psychiatry; Stereotype (UML); Psychology; Perception; Mental health; Clinical psychology; Social psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00145628,0.0004542694,0.001297229,0.0002110423,0.000358562,0.0000193385,0.001076005,0.0001066083,0.00002081768],"category_scores_gemma":[0.000103817,0.0002963167,0.0004157574,0.0003490997,0.001772656,0.0000777061,0.0003954842,0.0006191449,0.000009236689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004133869,"about_ca_system_score_gemma":0.0003126756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001876192,"about_ca_topic_score_gemma":0.00004430878,"domain_scores_codex":[0.9941171,0.001695502,0.002626728,0.0009235084,0.0002657364,0.0003714673],"domain_scores_gemma":[0.9965122,0.0004381761,0.002008935,0.0007702281,0.00002573775,0.0002446737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001241958,0.001231555,0.027292,0.009126652,0.00008657173,0.000002266738,0.0004582446,4.300216e-8,6.136055e-7,0.0113637,0.00007747843,0.9502367],"study_design_scores_gemma":[0.002397361,0.002755722,0.7977464,0.04075356,0.001373795,0.0001472304,0.0004187257,0.000006097674,0.000001780237,0.003330578,0.1500133,0.001055373],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008742994,0.9776713,0.0001537119,0.0001281811,0.004527078,0.0008558108,0.0000462517,0.00002615541,0.007848516],"genre_scores_gemma":[0.01108372,0.9823425,0.005867626,0.0001243083,0.0002680115,0.0000192284,0.000005753152,0.00005706064,0.0002318342],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9491813,"threshold_uncertainty_score":0.9999489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.136972595136213,"score_gpt":0.4158751284103575,"score_spread":0.2789025332741445,"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."}}