{"id":"W4394869269","doi":"10.1192/bjp.2024.24","title":"Dissonance in the face of Alzheimer's disease breakthroughs: clinician and lay stakeholder acceptance, concerns and willingness to pay for emerging disease-modifying therapies","year":2024,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Irish Research Council; Alzheimer Society; Health Service Executive","keywords":"Public health; Health care; Cognitive dissonance; Willingness to pay; Disease; Psychology; Medicine; Stakeholder; Nursing; Public relations; Social psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.02559225,0.0002411493,0.0004069378,0.001021349,0.002759858,0.004118463,0.0008542744,0.00198751,0.003013168],"category_scores_gemma":[0.08059584,0.0003323475,0.0005386899,0.0004226221,0.006313383,0.00295729,0.004274789,0.002968627,0.0003012869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002694803,"about_ca_system_score_gemma":0.003630285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006369263,"about_ca_topic_score_gemma":0.005047289,"domain_scores_codex":[0.9768451,0.01764182,0.0007520852,0.0006272432,0.002430011,0.001703679],"domain_scores_gemma":[0.9306542,0.04752271,0.01087555,0.001569202,0.004734039,0.004644264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004303982,0.0002783312,0.2029099,0.0003204752,0.00009155471,0.001959209,0.749476,0.0001481238,0.001378729,0.003074173,0.003217816,0.03671515],"study_design_scores_gemma":[0.00003660899,0.0002527603,0.08576228,0.0003951818,0.00003456714,0.001668481,0.9017986,0.0006761534,0.0003524988,0.00295799,0.006000731,0.00006426474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98493,0.0004156858,0.000458928,0.00808959,0.00003773942,0.00003178545,0.00001831325,0.000005447883,0.006012522],"genre_scores_gemma":[0.9989492,0.0001372978,0.00009570276,0.0006329136,0.00001507966,0.00001216299,0.000005494152,0.000001957838,0.0001501357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02559225,"threshold_uncertainty_score":0.1353464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2746078332961464,"score_gpt":0.4391706049455939,"score_spread":0.1645627716494475,"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."}}