{"id":"W3094499675","doi":"10.3390/healthcare8040413","title":"The Lonely, Isolating, and Alienating Implications of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome","year":2020,"lang":"en","type":"review","venue":"Healthcare","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Western University","funders":"","keywords":"Loneliness; Chronic fatigue syndrome; Psychosocial; Psychology; Coping (psychology); Stressor; Encephalomyelitis; Narrative; Clinical psychology; Psychiatry; Multiple sclerosis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004571535,0.0004522204,0.001893834,0.000166835,0.0004846503,0.00004996542,0.0003887821,0.0004032659,0.00005806201],"category_scores_gemma":[0.0003028941,0.0003108326,0.0003936043,0.0007832118,0.0003813571,0.00005617109,0.0002583652,0.001251911,0.00003933859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000599856,"about_ca_system_score_gemma":0.003648815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002103504,"about_ca_topic_score_gemma":0.00001481917,"domain_scores_codex":[0.9964052,0.0003703684,0.001239207,0.0006875063,0.0005450215,0.0007526919],"domain_scores_gemma":[0.9970294,0.0007597478,0.0006023265,0.0008682424,0.0002468549,0.000493474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004136839,0.00001629073,0.00008566865,0.2098298,0.0001645355,0.00005026989,0.0001362909,1.141369e-7,0.000002184113,0.002370177,0.000301893,0.7870386],"study_design_scores_gemma":[0.0008248647,0.002311952,0.002275593,0.1371338,0.0007602585,0.006221871,0.0003929506,0.0001179787,0.000001922738,0.000439769,0.8488672,0.000651853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000584194,0.9926563,0.00004334357,0.00446562,0.00009369921,0.002065177,0.0001408755,0.0000691645,0.0004073848],"genre_scores_gemma":[0.003759532,0.9949741,0.0003174267,0.00002078216,0.00008056756,0.0003273719,0.0002203345,0.00009565283,0.0002042072],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8485653,"threshold_uncertainty_score":0.9999344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09711992600892556,"score_gpt":0.4079876032083506,"score_spread":0.3108676771994251,"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."}}