{"id":"W4400996030","doi":"10.1136/lupus-2024-001155","title":"Towards an understanding of the biopsychosocial determinants of CVD in SLE: a scoping review","year":2024,"lang":"en","type":"review","venue":"Lupus Science & Medicine","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bone and Joint Health Institute; University of Calgary; University of Waterloo","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; University of Waterloo; Canadian Institutes of Health Research; National Institutes of Health; National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Medicine; Biopsychosocial model; Psychiatry","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":[0.02012972,0.001579932,0.005723432,0.0258536,0.001592073,0.006811289,0.002514302,0.004327771,0.004035363],"category_scores_gemma":[0.08167528,0.0015443,0.006195312,0.01745979,0.002093211,0.007853648,0.004001712,0.003188438,0.0005517951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005533881,"about_ca_system_score_gemma":0.02592738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001046,"about_ca_topic_score_gemma":0.0201824,"domain_scores_codex":[0.9894907,0.004053355,0.003809382,0.0006863358,0.001668315,0.0002919537],"domain_scores_gemma":[0.9313433,0.05647565,0.006040435,0.0008703927,0.004793238,0.0004769622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008788126,0.00004906293,0.001697284,0.7759498,0.002902598,0.0002852957,0.002618222,0.0003517819,0.0003095622,0.004759444,0.005816447,0.2051726],"study_design_scores_gemma":[0.00001560924,0.00002562636,0.00126981,0.9729997,0.003657517,0.0001561368,0.000685591,0.00007959269,0.00004328411,0.001122913,0.01992616,0.00001806441],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005603003,0.9961038,0.0005640637,0.00143299,0.0002724189,0.0003048068,0.0001147737,0.000006061749,0.0006407944],"genre_scores_gemma":[0.004606405,0.992115,0.00135127,0.0007651108,0.0001501043,0.0007438211,0.0001332509,0.000003970135,0.0001310416],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0258536,"threshold_uncertainty_score":0.1064574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.195141975548069,"score_gpt":0.4872690611320009,"score_spread":0.2921270855839319,"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."}}