{"id":"W7033276248","doi":"","title":"PsychoMSS Study: Stress and Psychosocial Factors in Multiple Sclerosis","year":2017,"lang":"en","type":"article","venue":"Tesis Doctorals en Xarxa (Consorci de Serveis Universitaris de Catalunya)","topic":"South African History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Psychiatry, Psychology and Neuroscience, King’s College London; King's College London; University of Victoria","keywords":"Alexithymia; Anxiety; Multiple sclerosis; Psychosocial; Moderation; Social support; Psychological intervention; Coping (psychology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003656459,0.0005106129,0.001638585,0.002358646,0.0005112442,0.0009164508,0.0003388586,0.000448783,0.002148869],"category_scores_gemma":[0.005383171,0.0002525652,0.001587372,0.00269441,0.0003371446,0.0005639797,0.001127583,0.0005612096,0.0002960299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007808886,"about_ca_system_score_gemma":0.003109418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003178905,"about_ca_topic_score_gemma":0.003510849,"domain_scores_codex":[0.9978756,0.001226448,0.0003575094,0.0001523088,0.000315829,0.00007234354],"domain_scores_gemma":[0.996528,0.001118028,0.00117425,0.0001738285,0.0004996808,0.0005062741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02412144,0.002238102,0.6074545,0.07633521,0.01449234,0.001005908,0.004976212,0.000385173,0.002173741,0.001111568,0.008363219,0.2573426],"study_design_scores_gemma":[0.01053254,0.009684356,0.9276913,0.01331407,0.00778544,0.0008552994,0.002520576,0.000197291,0.0006610279,0.000502428,0.02618297,0.00007269681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7584899,0.2165551,0.0007112232,0.002105344,0.0004216431,0.006337359,0.01207414,0.00004407777,0.003261195],"genre_scores_gemma":[0.9042906,0.07069898,0.002417775,0.0009553374,0.0005914511,0.01271463,0.005555118,0.00001783767,0.002758316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003656459,"threshold_uncertainty_score":0.01933748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0789014146103004,"score_gpt":0.3048097257948474,"score_spread":0.225908311184547,"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."}}