{"id":"W4391817994","doi":"10.1080/21641846.2024.2314409","title":"Can a consensus occur on a research case definition for ME/CFS?","year":2024,"lang":"en","type":"article","venue":"Fatigue Biomedicine Health & Behavior","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consensus conference; Computer science; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4876736,0.001076557,0.002688454,0.01186927,0.006986972,0.01486186,0.01330475,0.01448706,0.005064228],"category_scores_gemma":[0.6688163,0.001314485,0.00259338,0.00559599,0.02016306,0.02696944,0.01972098,0.01422206,0.001967123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01511886,"about_ca_system_score_gemma":0.03294712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00380435,"about_ca_topic_score_gemma":0.003722521,"domain_scores_codex":[0.5016332,0.3209459,0.09430038,0.0156324,0.05866048,0.008827594],"domain_scores_gemma":[0.2322109,0.5123448,0.07683378,0.02716226,0.1330585,0.01838969],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007056827,0.0004205513,0.04492906,0.01785038,0.0003828313,0.005029212,0.1345289,0.001122893,0.001925107,0.2370708,0.1206596,0.4353749],"study_design_scores_gemma":[0.0004425783,0.0005888297,0.01621906,0.07823607,0.000280609,0.01092421,0.2049434,0.004834801,0.001758894,0.3457611,0.3353392,0.0006712421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05068497,0.05678055,0.1015323,0.7430903,0.01654466,0.003827115,0.0004195458,0.0004247228,0.02669578],"genre_scores_gemma":[0.654447,0.02525741,0.1963502,0.1051298,0.008527655,0.006620982,0.001243383,0.0002443139,0.002179179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5123264,"threshold_uncertainty_score":0.6317897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2717835480084558,"score_gpt":0.4875525370293935,"score_spread":0.2157689890209377,"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."}}