{"id":"W2149248918","doi":"10.1093/rheumatology/keg377","title":"Does psychological vulnerability determine health-care utilization in fibromyalgia?","year":2003,"lang":"en","type":"article","venue":"British journal of rheumatology","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Fibromyalgia; Psychosocial; Medicine; Referral; Vulnerability (computing); Psychological distress; Operationalization; Family medicine; Psychiatry; Clinical psychology; Mental health","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":[0.0006390166,0.0001704343,0.000216756,0.0005876544,0.0002959631,0.0004932017,0.0001598177,0.0005634191,0.002654369],"category_scores_gemma":[0.006274982,0.0001689773,0.0003313042,0.0005477864,0.0003885201,0.0004291003,0.0005440594,0.0004748414,0.0002662981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002281075,"about_ca_system_score_gemma":0.0001988865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00206653,"about_ca_topic_score_gemma":0.002900457,"domain_scores_codex":[0.9995377,0.0001794214,0.00006279415,0.00003818914,0.00008405848,0.00009786009],"domain_scores_gemma":[0.9972351,0.0008159693,0.001404657,0.00005395668,0.0001065466,0.0003838343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006243624,0.0000379224,0.9984586,0.000007744848,0.00002115573,0.00003688154,0.00009324832,0.00001588999,0.00005635736,0.000007947058,0.00002303344,0.001178708],"study_design_scores_gemma":[0.000002882227,0.00006290198,0.9994749,0.000005627938,0.000006941892,0.000169987,0.0001538992,0.00005523157,0.00001425014,0.00001880585,0.00003304141,0.000001520169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994134,0.0002009209,0.00001969271,0.0000888577,0.00000277058,0.000003489342,0.00004069261,5.46973e-7,0.0002297494],"genre_scores_gemma":[0.9998206,0.00005654602,0.00002422703,0.00001541898,0.00000599505,0.000002393223,0.00003752231,3.031165e-7,0.00003708729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002654369,"threshold_uncertainty_score":0.008879781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03636484353537293,"score_gpt":0.352774304669945,"score_spread":0.3164094611345721,"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."}}