{"id":"W2807636872","doi":"10.1037/rep0000180","title":"Psychological symptoms and perceived cognitive impairment in multiple sclerosis: The role of rumination.","year":2018,"lang":"en","type":"article","venue":"Rehabilitation Psychology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Multiple Sclerosis Scientific Research Foundation","keywords":"Rumination; Anxiety; Psychology; Clinical psychology; Depression (economics); Cognition; 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":[0.002013199,0.0003395589,0.0003131396,0.0006562315,0.0003352117,0.0009191065,0.000406955,0.0004767406,0.001140145],"category_scores_gemma":[0.01287577,0.0002071429,0.0004134168,0.000659088,0.000648537,0.0006227419,0.0008314691,0.0009438462,0.0000848303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000481936,"about_ca_system_score_gemma":0.0005312726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007113743,"about_ca_topic_score_gemma":0.008397958,"domain_scores_codex":[0.9993553,0.0003501366,0.00006022444,0.00004424464,0.0001359481,0.00005415603],"domain_scores_gemma":[0.9898975,0.00370073,0.004674267,0.0002933623,0.0005460628,0.0008880701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001534797,0.0000997649,0.9907439,0.0001598541,0.0001211971,0.00006967151,0.00106793,0.00005001757,0.0001219919,0.00002065447,0.00007212916,0.007319303],"study_design_scores_gemma":[0.000004962489,0.00008595532,0.9990496,0.00004760635,0.0000421987,0.0001383846,0.0004131458,0.00009216252,0.00002545178,0.00003843764,0.00005823859,0.000003825462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996167,0.002718025,0.00008276947,0.0002986775,0.000008563479,0.00001369535,0.00007999373,0.000003116867,0.0006280718],"genre_scores_gemma":[0.9993984,0.0003970118,0.00008170927,0.00002788977,0.000008331809,0.000006220902,0.00003049795,4.991306e-7,0.00004943861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007113743,"threshold_uncertainty_score":0.01414472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04796850398098753,"score_gpt":0.3733468823733318,"score_spread":0.3253783783923443,"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."}}