{"id":"W4406755446","doi":"10.3399/bjgpo.2024.0272","title":"Patients’ reasons for declining a primary care trial online therapy: a mixed-methods study","year":2025,"lang":"en","type":"article","venue":"BJGP Open","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"Programme Grants for Applied Research; Department of Health and Social Care; National Institute for Health and Care Research; NIHR School for Primary Care Research; NIHR Bristol Biomedical Research Centre; United Kingdom Clinical Research Collaboration","keywords":"Psychological intervention; Mental health; Intervention (counseling); Medicine; Clinical trial; Descriptive statistics; Randomized controlled trial; Qualitative research; Depression (economics); Perception; Qualitative property; Family medicine; Psychology; Nursing; Psychiatry","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":[0.0007862873,0.0001650207,0.0003747863,0.0001137232,0.0001837964,0.0001286614,0.000688718,0.0000878207,0.000125488],"category_scores_gemma":[0.0002020961,0.0001523338,0.0001707139,0.0002539923,0.00003065693,0.0001502944,0.0004216433,0.0001425034,0.00003860526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001635791,"about_ca_system_score_gemma":0.000147619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003707371,"about_ca_topic_score_gemma":0.0003752727,"domain_scores_codex":[0.9979386,0.0005494198,0.0006211934,0.0004686258,0.0001076186,0.0003145669],"domain_scores_gemma":[0.9985233,0.0005535037,0.0001732534,0.0005335557,0.0001335797,0.00008282033],"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":[0.01933139,0.008741096,0.008823643,0.00006435694,0.0002242638,0.000002312659,0.001792526,2.013975e-7,0.000001057342,0.001284257,0.01408942,0.9456455],"study_design_scores_gemma":[0.2239367,0.02102297,0.3947104,0.0006058876,0.0001659064,0.000001378875,0.01991327,0.000004313893,0.00004613615,0.003986242,0.3350775,0.0005292705],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127894,0.0005220379,0.0008810784,0.0005938435,0.006645848,0.01316785,0.0006545665,0.00008389529,0.06466146],"genre_scores_gemma":[0.9525952,0.000002662909,0.02313069,0.001874647,0.0001794383,0.005515286,0.0007910359,0.00005667789,0.0158543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9451162,"threshold_uncertainty_score":0.6211992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120445174576025,"score_gpt":0.5547071025673651,"score_spread":0.4342619279913401,"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."}}