{"id":"W168643765","doi":"10.1155/2007/128681","title":"Pain Due to Multiple Sclerosis: Analysis of the Prevalence and Economic Burden in Canada","year":2007,"lang":"en","type":"article","venue":"Pain Research and Management","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ottawa Hospital; PharmIdeas (Canada)","funders":"Bayer Canada; Bayer HealthCare","keywords":"Multiple sclerosis; Environmental health; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01208737,0.0001010598,0.0002878848,0.0006090811,0.0001213835,0.00002183227,0.000197707,0.00002136267,0.00004223873],"category_scores_gemma":[0.001307502,0.00007373878,0.0000375187,0.0008765117,0.0001647644,0.00002822032,0.0005940028,0.0001735179,8.992774e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000539347,"about_ca_system_score_gemma":0.000136511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6244046,"about_ca_topic_score_gemma":0.9361255,"domain_scores_codex":[0.997675,0.0004684418,0.0002827852,0.0003536735,0.0006611772,0.0005588969],"domain_scores_gemma":[0.9978361,0.001412521,0.00003213583,0.0003914738,0.00008487358,0.0002429154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002319447,0.00005908596,0.9246196,0.001190328,0.0006865778,0.00003626569,0.0005561198,0.0001678297,0.0005539257,0.00009171595,0.00614504,0.06566161],"study_design_scores_gemma":[0.0005559588,0.0001104756,0.984494,0.0002296282,0.00005119434,1.958569e-7,0.00235576,0.008132613,0.0001352556,0.0000102955,0.003858832,0.00006578334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914942,0.0006285861,0.0001998891,0.005217287,0.00001648638,0.001497163,0.00002521142,0.000005543682,0.000915636],"genre_scores_gemma":[0.9960482,0.002592957,0.0002553223,0.0003060683,0.0000211403,0.0001143868,0.000002382037,0.000007679473,0.000651836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3117209,"threshold_uncertainty_score":0.4189266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07174168995273268,"score_gpt":0.3265595934928436,"score_spread":0.2548179035401109,"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."}}