{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006430893,0.0003931104,0.0005575657,0.004053462,0.001755299,0.001455407,0.001114341,0.000442808,0.002528243],"category_scores_gemma":[0.003482307,0.0003212883,0.000893335,0.01139899,0.0005665662,0.0003269478,0.0009201352,0.0006368858,0.0002038932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03669151,"about_ca_system_score_gemma":0.03646552,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9934531,"about_ca_topic_score_gemma":0.9918603,"domain_scores_codex":[0.9986206,0.00007418131,0.0001064541,0.0000828895,0.0008346552,0.0002812904],"domain_scores_gemma":[0.9961188,0.0002233287,0.0007321242,0.0000437893,0.002165844,0.0007161938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007567802,0.00003065113,0.9871349,0.0001811105,0.0001302948,0.0001787593,0.0002263719,0.0002921382,0.00006385941,0.0001700461,0.002676739,0.00883945],"study_design_scores_gemma":[0.00001061269,0.00001339982,0.9976444,0.00006279324,0.00003848473,0.0001358698,0.0003935194,0.0005620532,0.0000186885,0.0000275891,0.001082799,0.000009695671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541643,0.007838967,0.0002403089,0.001370241,0.00004525371,0.0001998076,0.02899774,0.00003135231,0.007112045],"genre_scores_gemma":[0.9871704,0.004797473,0.0003260464,0.0001829663,0.00001937768,0.0000476357,0.006548492,0.000008259603,0.0008993217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03669151,"threshold_uncertainty_score":0.2662168,"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."}}