{"id":"W2318079643","doi":"10.3899/jrheum.151228","title":"Identifying Targets for Improving Mental Healthcare of Adolescents with Systemic Lupus Erythematosus: Perspectives from Pediatric Rheumatology Clinicians in the United States and Canada","year":2016,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mental health; Rheumatology; Anxiety; Depression (economics); Family medicine; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001477987,0.0001794414,0.0002767359,0.0006730564,0.004514807,0.002054969,0.001000552,0.0007015243,0.002029552],"category_scores_gemma":[0.005729668,0.0002427336,0.0003064633,0.001451051,0.0009558361,0.0007079088,0.001639644,0.001638247,0.0001162195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0289351,"about_ca_system_score_gemma":0.09839626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9770358,"about_ca_topic_score_gemma":0.9912528,"domain_scores_codex":[0.9976239,0.0003997907,0.0001318019,0.0001212837,0.0008007539,0.0009226259],"domain_scores_gemma":[0.9900193,0.0006310334,0.001141767,0.0000547401,0.002939847,0.005213259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009246135,0.0001171003,0.9083217,0.000328334,0.00005227386,0.0007599511,0.01611189,0.0002482641,0.0004666295,0.00110405,0.01835933,0.05403802],"study_design_scores_gemma":[0.00005194171,0.00007176656,0.9185258,0.001021232,0.00005989216,0.0003511076,0.06148756,0.0003901465,0.0001988084,0.0001868002,0.01761454,0.00004030614],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8801095,0.01165897,0.0002213563,0.08853823,0.0002142423,0.0001107604,0.001111639,0.00002497996,0.01801033],"genre_scores_gemma":[0.9839633,0.007916541,0.000625891,0.005936655,0.00004808633,0.00004221182,0.0002775977,0.000008452998,0.001181185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0289351,"threshold_uncertainty_score":0.2099398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901265460454088,"score_gpt":0.2926425520223566,"score_spread":0.2736298974178157,"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."}}