{"id":"W3134686384","doi":"10.1016/j.msard.2021.102884","title":"Differences in symptoms of depression between females and males with relapsing-remitting multiple sclerosis","year":2021,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Island Health; University of Victoria","funders":"National Multiple Sclerosis Society","keywords":"Multiple sclerosis; Depression (economics); Medicine; Relapsing remitting; Depressive symptoms; Beck Depression Inventory; Population; Placebo; Cognition; Internal medicine; Clinical psychology; Psychiatry; Anxiety","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":[0.0002616941,0.000203516,0.000366284,0.000668986,0.0003279896,0.000437653,0.0001422672,0.0003288409,0.004655914],"category_scores_gemma":[0.001626599,0.0001726827,0.0002734702,0.0004146822,0.0002206293,0.000430402,0.0002853617,0.0003507046,0.0005150025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001232757,"about_ca_system_score_gemma":0.00009865044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002104064,"about_ca_topic_score_gemma":0.003618337,"domain_scores_codex":[0.9997708,0.00005589911,0.00002329213,0.00004565634,0.00003874375,0.00006569455],"domain_scores_gemma":[0.9992796,0.0001933132,0.0002175422,0.00003318681,0.00006445013,0.0002120435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007314452,0.0001048364,0.993843,0.00001009335,0.00007631897,0.0001528011,0.0005158767,0.000009242309,0.001282008,0.00003312949,0.0001040655,0.003137284],"study_design_scores_gemma":[0.000008975895,0.00009805683,0.9991755,0.000001551852,0.000009993654,0.0001628843,0.000427557,0.00001522074,0.00003334628,0.00001245607,0.00005329885,0.000001231203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992855,0.0001091515,0.00001965521,0.00002558952,0.000007726206,0.000002304573,0.00007496587,8.313356e-7,0.0004743517],"genre_scores_gemma":[0.9994394,0.00004634784,0.00001094825,0.00002634024,0.0000136506,0.000002437886,0.0001004914,0.000001429209,0.0003588602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004655914,"threshold_uncertainty_score":0.01557565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05789796984915876,"score_gpt":0.2651741947293036,"score_spread":0.2072762248801449,"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."}}