{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005104015,0.0001081257,0.0002171062,0.0006132984,0.0009381832,0.00003421446,0.0004754984,0.00007851196,0.0002536637],"category_scores_gemma":[0.008578521,0.00009942301,0.00008114726,0.004874211,0.001216347,0.0001496215,0.0007533086,0.001158058,0.00000235971],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005601184,"about_ca_system_score_gemma":0.002255828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002069243,"about_ca_topic_score_gemma":0.0002668945,"domain_scores_codex":[0.9952336,0.002432463,0.0002537744,0.0004223199,0.001062528,0.0005953374],"domain_scores_gemma":[0.9919914,0.006480466,0.00008439205,0.0006722105,0.0005466304,0.0002249229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003090085,0.002061366,0.9547328,0.0002488393,0.0001403671,0.00002867038,0.0003934311,0.000149623,0.001487979,0.01270097,0.000649852,0.0270971],"study_design_scores_gemma":[0.001620965,0.001657481,0.966382,0.00005853998,0.00003884801,0.00001050285,0.006704139,0.005327683,0.00009159745,0.0009337917,0.01705014,0.000124367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918885,0.0008986545,0.00003050483,0.002913178,0.00001348943,0.002175231,0.000146581,0.00005047629,0.001883345],"genre_scores_gemma":[0.9984367,0.0002104416,0.00001875568,9.779051e-7,0.00000730239,0.0001827661,0.00007632186,0.00001120421,0.001055478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02697273,"threshold_uncertainty_score":0.9997727,"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."}}