{"id":"W2040405813","doi":"10.1108/17465729200400027","title":"What do surveys of public attitudes to mental health problems really mean (and do we mean what we say)?","year":2004,"lang":"en","type":"article","venue":"Journal of Mental Health Promotion","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"National Science Foundation","keywords":"Mental health; Prejudice (legal term); Public health; Psychology; Social psychology; Sociology; Political science; Psychiatry; Medicine; Nursing","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1640014,0.0009359693,0.003020735,0.005918861,0.001840431,0.0091254,0.002604419,0.007390894,0.002233474],"category_scores_gemma":[0.5327451,0.001176236,0.002156765,0.01006465,0.01311386,0.01406875,0.003280371,0.005642278,0.001237798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0054626,"about_ca_system_score_gemma":0.005531793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0180149,"about_ca_topic_score_gemma":0.01688702,"domain_scores_codex":[0.8489319,0.10974,0.01011723,0.00424464,0.023616,0.0033502],"domain_scores_gemma":[0.481566,0.3624979,0.07733029,0.02091356,0.05275897,0.004933291],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007278484,0.0004795091,0.3697941,0.01798558,0.003206645,0.0001216783,0.02544996,0.0008228155,0.0004595403,0.0359387,0.1604124,0.3846012],"study_design_scores_gemma":[0.0004039839,0.001895263,0.6865222,0.0310152,0.002338511,0.000640147,0.03059784,0.001988837,0.001637829,0.05507327,0.1872437,0.0006432227],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09889536,0.153921,0.01568499,0.6820047,0.01938917,0.0005043832,0.003414102,0.0004582508,0.02572802],"genre_scores_gemma":[0.6520805,0.08607883,0.01484778,0.2270652,0.01398521,0.001158272,0.001600447,0.0002117584,0.002971951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8359986,"threshold_uncertainty_score":0.8673328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09174855049361927,"score_gpt":0.4152652748439014,"score_spread":0.3235167243502821,"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."}}