{"id":"W2146067916","doi":"10.1186/1471-2474-15-450","title":"Typology of patients with fibromyalgia: cluster analysis of duloxetine study patients","year":2014,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eli Lilly (Canada); Institute of Infection and Immunity","funders":"Eli Lilly and Company","keywords":"Duloxetine; Fibromyalgia; Placebo; Medicine; Physical therapy; Brief Pain Inventory; Internal medicine; Logistic regression; Depression (economics); Chronic pain","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":[0.001106583,0.0002416412,0.0007146006,0.001262587,0.0005667552,0.0005854833,0.0004658183,0.0003563292,0.001861608],"category_scores_gemma":[0.003966075,0.0001454867,0.0006931938,0.0009856917,0.00029911,0.0003021311,0.0005875903,0.0003317296,0.0001817029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005554357,"about_ca_system_score_gemma":0.0005755537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002972448,"about_ca_topic_score_gemma":0.00283238,"domain_scores_codex":[0.9987197,0.0004260394,0.0001903086,0.0002776849,0.0002412957,0.0001450081],"domain_scores_gemma":[0.9979488,0.0005733249,0.0008414055,0.0001900825,0.0002242823,0.0002221016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001980961,0.00008887485,0.9914103,0.00005355555,0.0002804232,0.00008428114,0.0003409252,0.0002102676,0.0005694083,0.00006186845,0.0002882686,0.004630822],"study_design_scores_gemma":[0.000140638,0.0003382961,0.9972605,0.0000175184,0.0001009668,0.0002920516,0.0005048289,0.0008213796,0.0001390459,0.0001569523,0.0002153468,0.0000125755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987325,0.0001629109,0.0002870347,0.00003980107,0.000003925791,0.000121166,0.0003859362,0.000003469352,0.0002633546],"genre_scores_gemma":[0.9990199,0.00003581237,0.0002418251,0.00002023991,0.00000509118,0.00008678557,0.0005396165,0.000001945938,0.00004869854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002972448,"threshold_uncertainty_score":0.006227672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007678254367541914,"score_gpt":0.2692127269107395,"score_spread":0.2615344725431976,"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."}}