{"id":"W4409898940","doi":"10.1093/rheumatology/keaf142.093","title":"P051 Barriers and facilitators to eliciting and reporting of mental health symptoms in rheumatology: a mixed methods study","year":2025,"lang":"en","type":"article","venue":"Lara D. Veeken","topic":"Empathy and Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Mental health; Medicine; Rheumatology; Internal medicine; Psychology; Family medicine; Clinical psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04076977,0.0007539094,0.001072262,0.002552199,0.003076361,0.003959033,0.001761396,0.001370113,0.005887972],"category_scores_gemma":[0.04243848,0.001180407,0.001708034,0.003656685,0.001564753,0.003495916,0.003585038,0.00127746,0.0009098805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002866161,"about_ca_system_score_gemma":0.005373546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004438613,"about_ca_topic_score_gemma":0.007067914,"domain_scores_codex":[0.9767135,0.01730043,0.001930023,0.0008974316,0.001810293,0.001348287],"domain_scores_gemma":[0.9532613,0.03586721,0.004356795,0.001565895,0.003778905,0.001169945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001187616,0.00544473,0.314077,0.007337798,0.0006646865,0.001519087,0.590434,0.0001882474,0.001057644,0.001636526,0.002775597,0.07367716],"study_design_scores_gemma":[0.0004452662,0.008179404,0.1670231,0.005141894,0.0004896593,0.001013921,0.8051232,0.001053049,0.001107579,0.001036741,0.009263526,0.0001226929],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881083,0.0009718872,0.002694907,0.0006384213,0.00003657751,0.004868425,0.0007208954,0.00001622495,0.001944237],"genre_scores_gemma":[0.9761847,0.001256992,0.005166609,0.001088052,0.00004832556,0.01459135,0.0003980524,0.00001959758,0.00124629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04076977,"threshold_uncertainty_score":0.2156137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286466579564457,"score_gpt":0.4114332308552722,"score_spread":0.3885685650596276,"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."}}