{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009534319,0.0007296823,0.001079945,0.002144603,0.0005877048,0.001518606,0.000489969,0.001215187,0.002701154],"category_scores_gemma":[0.002417091,0.0001973545,0.0007346933,0.002008273,0.0007463287,0.001459261,0.0008909748,0.0009853781,0.0004076582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007266732,"about_ca_system_score_gemma":0.002162707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178371,"about_ca_topic_score_gemma":0.003923701,"domain_scores_codex":[0.999371,0.0002541069,0.0001175791,0.00006072217,0.0001508606,0.00004581627],"domain_scores_gemma":[0.9990249,0.0006857731,0.0001558116,0.00001230935,0.00008672941,0.00003452639],"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":[0.00008531667,0.00004933636,0.0009634052,0.09086701,0.0002981575,0.0005324832,0.001490329,0.0001810698,0.0004082178,0.007198745,0.02456942,0.8733566],"study_design_scores_gemma":[0.00001995255,0.0001858363,0.009422027,0.1134351,0.0006450168,0.006311982,0.002835411,0.00009574838,0.0002639327,0.003495774,0.8632298,0.00005940273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001950683,0.9987129,0.00002727135,0.0003423047,0.0001252148,0.000004560609,0.000007538294,0.000001349601,0.0005839295],"genre_scores_gemma":[0.001683557,0.9977947,0.00006073044,0.000185185,0.0001085963,0.000007178498,0.000009370548,4.202805e-7,0.0001502657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002701154,"threshold_uncertainty_score":0.009036303,"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."}}