{"id":"W4399880251","doi":"10.1111/jep.14047","title":"Healthcare system barriers impacting the care of Canadians with myalgic encephalomyelitis: A scoping review","year":2024,"lang":"en","type":"review","venue":"Journal of Evaluation in Clinical Practice","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; University of Calgary","keywords":"Health care; Grey literature; Nursing; Medicine; MEDLINE; Medical record; Psychology; Family medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02439852,0.001083678,0.003787258,0.0177576,0.004947307,0.007485376,0.003409181,0.002905025,0.004215668],"category_scores_gemma":[0.1246126,0.001158204,0.003852644,0.03557945,0.00210385,0.002947969,0.003381946,0.002513832,0.0002567319],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07076714,"about_ca_system_score_gemma":0.2843062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8894446,"about_ca_topic_score_gemma":0.9342125,"domain_scores_codex":[0.9818209,0.005074791,0.004583763,0.000914351,0.005951549,0.001654617],"domain_scores_gemma":[0.9016412,0.05289164,0.009310965,0.001095771,0.03287531,0.002184987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001898392,0.00004087874,0.01215837,0.779758,0.003353475,0.0004016329,0.01011843,0.0005730882,0.0001363816,0.003509724,0.02500665,0.1647535],"study_design_scores_gemma":[0.00004072678,0.00003327223,0.01434381,0.9140896,0.005851673,0.0001677505,0.006783669,0.0001622346,0.00008988208,0.0003767548,0.05799232,0.00006820167],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004448009,0.9826586,0.0003070238,0.005497914,0.0004042474,0.0007571871,0.002163728,0.00001385537,0.00374936],"genre_scores_gemma":[0.04985121,0.944767,0.001143196,0.001774753,0.00009607729,0.0008815216,0.001175031,0.00001206945,0.0002992075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9292328,"threshold_uncertainty_score":0.513454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1528969621239331,"score_gpt":0.5512555509170542,"score_spread":0.3983585887931211,"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."}}