{"id":"W3154619295","doi":"10.21203/rs.3.rs-408624/v1","title":"Chronic Fatigue Syndrome in Canadian Adults: Profiling Demographic and Socioeconomic Factors, Mental Health Diagnoses and Conditions, and Life Experiences","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Socioeconomic status; Psychiatry; Mental health; Etiology; Anxiety; Psychology; Medicine; Clinical psychology; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000721711,0.0002874684,0.0002998058,0.001921824,0.003178491,0.0007988814,0.0006975188,0.00033613,0.001877574],"category_scores_gemma":[0.001700729,0.0001894255,0.0005702344,0.003932657,0.000410884,0.0003886561,0.001006543,0.0005606586,0.0001764597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01046211,"about_ca_system_score_gemma":0.01960999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825926,"about_ca_topic_score_gemma":0.990254,"domain_scores_codex":[0.9994253,0.00003469966,0.00005151832,0.00006797545,0.0002211025,0.0001995246],"domain_scores_gemma":[0.9989254,0.00003586647,0.0002219838,0.0000204699,0.0005402343,0.000256015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002355159,0.0000233619,0.9942428,0.00006095585,0.00001896147,0.00005420223,0.001178559,0.00002420317,0.0001005742,0.0000597532,0.001101773,0.003111173],"study_design_scores_gemma":[0.000001940395,0.00001546824,0.996268,0.00003456135,0.000006817083,0.00005511613,0.002782278,0.00007070177,0.00001469695,0.00001142679,0.0007331034,0.000005928154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885611,0.0006625478,0.00008144983,0.0004837774,0.00001757199,0.0001189479,0.007290293,0.000005105199,0.00277927],"genre_scores_gemma":[0.994964,0.0007393658,0.0003096758,0.0001735031,0.00001000944,0.00006035123,0.003265402,0.000001948756,0.0004757783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01740742,"threshold_uncertainty_score":0.07590836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354380919550732,"score_gpt":0.3770358803014834,"score_spread":0.3334920711059761,"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."}}