{"id":"W59280761","doi":"10.4414/smw.2005.10774","title":"Co-morbidity and physician use in fibromyalgia","year":2005,"lang":"en","type":"article","venue":"Swiss Medical Weekly","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Comorbidity; Medicine; Fibromyalgia; Logistic regression; National Comorbidity Survey; Psychiatry; Internal medicine","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":[0.0004561389,0.0001845501,0.000397498,0.0001511983,0.0000581665,0.00003035177,0.0001452481,0.000240913,0.00140912],"category_scores_gemma":[0.0004772736,0.0001543067,0.00007349192,0.0002710135,0.0003423133,0.0001753213,0.0000616966,0.0007018808,0.0003114768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001468026,"about_ca_system_score_gemma":0.0004168841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003509573,"about_ca_topic_score_gemma":0.00003750846,"domain_scores_codex":[0.9975981,0.00008991204,0.0003312797,0.0003906268,0.001022646,0.0005674226],"domain_scores_gemma":[0.9987121,0.0002018053,0.00003665741,0.0003334472,0.00004386003,0.0006721381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001372135,0.004479828,0.3907817,0.01433672,0.0005104931,0.005174913,0.002382732,0.00001156413,0.03346046,0.006140226,0.3433212,0.1980281],"study_design_scores_gemma":[0.007749327,0.001035321,0.9558354,0.003171242,0.00005073989,0.0005346498,0.0002533178,0.003920643,0.004504081,0.0005216273,0.0218882,0.0005354398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768513,0.0007091649,0.00004005635,0.01926495,0.00006450879,0.0003065288,0.000007554082,0.00007189532,0.002684022],"genre_scores_gemma":[0.9966155,0.0002064618,0.0004865443,0.0001927905,0.0001246696,0.0000162806,0.00003898009,0.00002822859,0.002290537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5650538,"threshold_uncertainty_score":0.9995037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205355352831066,"score_gpt":0.3300326035336909,"score_spread":0.2979790500053802,"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."}}