{"id":"W2144762108","doi":"10.1177/070674370505001203","title":"Lay Beliefs about Treatments for People with Mental Illness and Their Implications for Antistigma Strategies","year":2005,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Helpfulness; Vignette; Mental health literacy; Mental illness; Psychology; Mental health; Psychological intervention; Psychiatry; Population; Homeopathy; Social distance; Clinical psychology; Schizophrenia (object-oriented programming); Public health; Psychotherapist; Medicine; Social psychology; Alternative medicine; Nursing","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":[0.003264694,0.0002176174,0.0001544019,0.0009502505,0.0008189923,0.00129378,0.0002907302,0.0006737781,0.00351541],"category_scores_gemma":[0.02777572,0.0002533657,0.0003474687,0.0004478502,0.00219477,0.000920625,0.0008295295,0.001172784,0.0001525357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001390223,"about_ca_system_score_gemma":0.001348756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006055125,"about_ca_topic_score_gemma":0.006744759,"domain_scores_codex":[0.9973426,0.001688135,0.0001351346,0.00009278434,0.0004954946,0.0002457135],"domain_scores_gemma":[0.9804351,0.01055993,0.006828729,0.0003686225,0.0009595365,0.0008479885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002143448,0.0004350198,0.9390137,0.0001547351,0.00006577494,0.0003753429,0.02989166,0.0001844632,0.0004528035,0.001192723,0.0005619877,0.02745752],"study_design_scores_gemma":[0.00003782224,0.0002180503,0.9515679,0.0002665991,0.00006030827,0.0003331891,0.04498361,0.0007076028,0.0001340682,0.0008975787,0.000778345,0.00001486326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946331,0.0003880395,0.0002794363,0.00269391,0.000009344812,0.00002803955,0.00002532858,0.00000314392,0.00193962],"genre_scores_gemma":[0.9994612,0.0001957096,0.0001249859,0.00009429735,0.00001243991,0.0000113097,0.00001716817,6.040108e-7,0.00008228448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9939449,"threshold_uncertainty_score":0.01726556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027648077836412,"score_gpt":0.3311469660290376,"score_spread":0.3108704852506735,"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."}}