{"id":"W2033479976","doi":"10.1136/ewjm.172.2.128","title":"How to deal with medically unknown symptoms","year":2000,"lang":"en","type":"article","venue":"Western Journal of Medicine","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007153588,0.0002104655,0.0006988529,0.0002864311,0.00005025339,0.0000249862,0.0002856662,0.00009948761,0.002319433],"category_scores_gemma":[0.00008671376,0.0001161191,0.00008612439,0.0003075943,0.0003439929,0.0001298095,0.00002208211,0.0005967628,0.00007013809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252383,"about_ca_system_score_gemma":0.0004738847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001335607,"about_ca_topic_score_gemma":0.000004012604,"domain_scores_codex":[0.9970656,0.00007747979,0.0005032135,0.0002015791,0.001695897,0.0004562001],"domain_scores_gemma":[0.9980552,0.0001104219,0.0001429326,0.0002796913,0.0003447751,0.001067037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009999229,0.0009407494,0.07396275,0.003192776,0.002023414,0.01904243,0.007112873,0.00006080287,0.01402055,0.000213482,0.06301635,0.8064146],"study_design_scores_gemma":[0.03794505,0.06344453,0.1463916,0.02350599,0.0008722452,0.06499061,0.0008840099,0.0000563845,0.001281597,0.0001278944,0.6598788,0.0006211958],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826612,0.001174605,0.0008914178,0.1128215,0.00009175455,0.0002557233,0.00000108379,0.00002292349,0.002079783],"genre_scores_gemma":[0.9774736,0.0002875791,0.001749492,0.0006922272,0.0007660089,0.000004260736,0.000005090189,0.00004450412,0.01897729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8057934,"threshold_uncertainty_score":0.9985926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760938840636373,"score_gpt":0.2932263774406464,"score_spread":0.2756169890342827,"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."}}