{"id":"W79289124","doi":"10.1007/7854_2014_309","title":"Pain and Cognition in Multiple Sclerosis","year":2014,"lang":"en","type":"article","venue":"Current topics in behavioral neurosciences","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cognition; Multiple sclerosis; Affect (linguistics); Medicine; Depression (economics); Mechanism (biology); Psychology; Quality of life (healthcare); Neuroscience; Physical medicine and rehabilitation; Clinical psychology; Psychiatry; Psychotherapist","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":[0.00134675,0.0003866818,0.0005929789,0.001465533,0.0009680418,0.002504498,0.0005257291,0.001012268,0.002731347],"category_scores_gemma":[0.006281777,0.000216958,0.0005147647,0.001627339,0.001539439,0.001061568,0.0009544538,0.001567939,0.0001149603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001299364,"about_ca_system_score_gemma":0.001412362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02016894,"about_ca_topic_score_gemma":0.02755558,"domain_scores_codex":[0.9992423,0.0003468883,0.00004664619,0.00008037363,0.0001595869,0.000124163],"domain_scores_gemma":[0.9965676,0.001792733,0.000850285,0.0001102499,0.0002383502,0.00044086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001542753,0.003636073,0.8914869,0.0009689996,0.001221136,0.00086485,0.007695489,0.0004165191,0.00114604,0.004035874,0.001229817,0.0857555],"study_design_scores_gemma":[0.00002284871,0.0001570329,0.9957046,0.0001067013,0.0001019869,0.000145561,0.001536332,0.00006628104,0.00002991526,0.001803556,0.0003098608,0.00001532655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9534158,0.03635585,0.00008031903,0.002158751,0.0000996726,0.00001677427,0.000110717,0.000003078374,0.007758939],"genre_scores_gemma":[0.9925815,0.006379984,0.000100787,0.0003107728,0.0001244621,0.00001363678,0.00005434997,0.000001202774,0.0004333346],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02016894,"threshold_uncertainty_score":0.04010308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.255280390527443,"score_gpt":0.388489273627023,"score_spread":0.13320888309958,"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."}}