{"id":"W2126073837","doi":"10.1177/1363461507077720","title":"A Cross-National Study of the Stigmatization of Severe Psychiatric Illness: Historical Review, Methodological Considerations and Development of the Questionnaire","year":2007,"lang":"en","type":"review","venue":"Transcultural Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Comparability; Stigma (botany); Ethnography; Psychology; Meaning (existential); Public health; Mental illness; Social stigma; Psychiatry; Sociology; Clinical psychology; Social psychology; Mental health; Medicine; Psychotherapist; Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.000920485,0.0003616403,0.001284848,0.0001002597,0.0004320478,0.000009374116,0.0003602274,0.0002909926,0.000223804],"category_scores_gemma":[0.00009452442,0.0001706779,0.0003862168,0.0006875771,0.0001617868,0.00006837311,0.00004281876,0.0003774503,0.000002516832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808292,"about_ca_system_score_gemma":0.0003370665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007201204,"about_ca_topic_score_gemma":0.0002881563,"domain_scores_codex":[0.9956426,0.001162552,0.001983486,0.0004008924,0.0006201833,0.000190271],"domain_scores_gemma":[0.9976893,0.0002662386,0.001345014,0.0003672396,0.0002749589,0.0000572409],"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":[0.0001917578,0.009792142,0.05713885,0.2025706,0.002420184,0.000001360333,0.01372599,0.00001192412,0.000001842546,0.0153131,0.00785757,0.6909747],"study_design_scores_gemma":[0.009859068,0.001245124,0.6573059,0.1210852,0.01101083,0.0005523685,0.002862844,0.000002468282,0.000007466668,0.003250664,0.1903154,0.002502648],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004981745,0.9883628,0.00005263791,0.0003097293,0.002195783,0.003506722,0.00005238352,0.0000160528,0.0005221755],"genre_scores_gemma":[0.03698305,0.956652,0.004807587,0.0002044203,0.0002204299,0.00048633,0.00006023882,0.00004350366,0.0005424308],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.688472,"threshold_uncertainty_score":0.6960043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2365953085636699,"score_gpt":0.4888610940432573,"score_spread":0.2522657854795874,"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."}}