{"id":"W3081543097","doi":"10.3389/fpsyt.2020.00811","title":"Fatigue in Multiple Sclerosis Is Associated With Childhood Adversities","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutschen Multiple Sklerose Gesellschaft; Deutsche Forschungsgemeinschaft; Multiple Sclerosis Society","keywords":"CTQ tree; Clinical psychology; Anxiety; Psychology; State-Trait Anxiety Inventory; Beck Depression Inventory; Alexithymia; Psychiatry; Medicine; Poison control; Injury prevention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004872295,0.0003585033,0.0002283324,0.0005151081,0.0003184923,0.0004163014,0.0001489371,0.000245297,0.001873238],"category_scores_gemma":[0.002728394,0.0001953608,0.0006585876,0.0006185931,0.0002793558,0.0003384817,0.000786325,0.0005242495,0.0001058143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003152971,"about_ca_system_score_gemma":0.0004981896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003139027,"about_ca_topic_score_gemma":0.003222002,"domain_scores_codex":[0.9996643,0.0001543803,0.00002702533,0.00004486835,0.00004755031,0.00006190792],"domain_scores_gemma":[0.9988765,0.0002926702,0.0005739389,0.00004584831,0.00007401699,0.0001369583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006432277,0.0000211329,0.9953543,0.00001515896,0.00007646477,0.00007874635,0.00009784145,0.0001845799,0.0002417079,0.00004908352,0.0000492955,0.003767393],"study_design_scores_gemma":[0.000002915905,0.00006056761,0.9987522,0.00001182886,0.00002663843,0.0002882759,0.0001163771,0.0004683282,0.00004542183,0.0001231859,0.0001013682,0.000002927877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993961,0.0001474242,0.0001419848,0.00007417706,0.000001991883,0.000007348026,0.00008560425,0.000003520394,0.000141902],"genre_scores_gemma":[0.9993586,0.0001400482,0.0002578895,0.00001582595,0.000002419687,0.000007625907,0.0001449221,0.000001009417,0.0000717062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003139027,"threshold_uncertainty_score":0.006266534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05335039407638954,"score_gpt":0.2616077265180927,"score_spread":0.2082573324417031,"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."}}