{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002623931,0.0002659837,0.0007941048,0.0003270132,0.00009302176,0.00002188466,0.0002016019,0.000143891,0.00007025113],"category_scores_gemma":[0.0006826581,0.0002266242,0.000138315,0.0009926755,0.0003181396,0.0001515692,0.00009542776,0.0005900822,0.00001144718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002067192,"about_ca_system_score_gemma":0.0002176444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001462757,"about_ca_topic_score_gemma":0.0003406084,"domain_scores_codex":[0.9978524,0.0001331651,0.0004030845,0.0005020982,0.0005620795,0.000547182],"domain_scores_gemma":[0.9992439,0.00009035347,0.0001085668,0.0002573625,0.00007268424,0.0002271639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00167183,0.0003550698,0.8831584,0.00007589574,0.0002797295,0.00001181642,0.005471224,0.00005517571,0.00001649379,0.00001672067,0.1076536,0.001233932],"study_design_scores_gemma":[0.03332464,0.0003054295,0.9525247,0.0009618034,0.00005509007,0.000001072713,0.007621246,0.004470777,0.0000636281,0.00008906257,0.0003078882,0.0002747081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592746,0.003753683,0.001051945,0.02835937,0.001578458,0.001713296,0.00008720154,0.0001746585,0.004006772],"genre_scores_gemma":[0.9822406,0.0006555569,0.01344356,0.0032537,0.0001520522,0.00007967834,0.00003817561,0.00004330733,0.0000934191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1073458,"threshold_uncertainty_score":0.9241468,"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."}}