{"id":"W7015001968","doi":"","title":"The Role Of Diagnostic Uncertainty, Unpredictability And Associated Overprotective Behavior In Chronic Pain Disability","year":2022,"lang":"en","type":"article","venue":"Research Publications (Maastricht University)","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Chronic pain; Chronic disease; Disease; Quality of life (healthcare); Chronic fatigue syndrome","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":[0.001708175,0.0002356453,0.0003421646,0.0009188009,0.0005120524,0.001375809,0.0004276443,0.000655245,0.002382946],"category_scores_gemma":[0.01877076,0.0001886954,0.0003748357,0.0005487446,0.0008469958,0.0007455266,0.0007965113,0.0008546184,0.00009378738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007850638,"about_ca_system_score_gemma":0.001075689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006395477,"about_ca_topic_score_gemma":0.008410245,"domain_scores_codex":[0.9988934,0.0005882145,0.000072357,0.00008414332,0.0002242066,0.0001375709],"domain_scores_gemma":[0.9878885,0.007483171,0.002850546,0.0004421503,0.0005428579,0.0007927062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007970781,0.0004960397,0.9450957,0.0001440825,0.0002889155,0.0002551649,0.0009210175,0.0003675912,0.0003850358,0.0007499118,0.000246847,0.05025261],"study_design_scores_gemma":[0.00001099584,0.0001294226,0.9980814,0.00004145626,0.00006088471,0.0001902282,0.000313534,0.0002932313,0.00003045215,0.0006419721,0.0001983462,0.000008078466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895019,0.005032632,0.0001523554,0.001162109,0.00002647896,0.00001054018,0.0001041525,0.000003021975,0.004006733],"genre_scores_gemma":[0.9988696,0.0006945613,0.0001363644,0.00006285987,0.00003265908,0.000003731536,0.00002814417,0.000001329387,0.0001707101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006395477,"threshold_uncertainty_score":0.01271653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693413988063985,"score_gpt":0.3045807112997703,"score_spread":0.2776465714191305,"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."}}