{"id":"W2037615713","doi":"10.1007/s10926-009-9165-4","title":"Waddell’s Symptoms as Indicators of Psychological Distress, Perceived Disability, and Treatment Outcome","year":2009,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Distress; Health psychology; Rehabilitation; Psychological distress; Clinical psychology; Psychology; Medicine; Psychiatry; Physical therapy; Public health; Mental health","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":[0.0007323152,0.0002180382,0.000322517,0.001279688,0.0005528381,0.0005754179,0.0006450157,0.0005189708,0.002168644],"category_scores_gemma":[0.006165625,0.0001412597,0.000466315,0.0006558926,0.0005264304,0.0006328639,0.0007432459,0.0006395957,0.0001282612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004513547,"about_ca_system_score_gemma":0.000498653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006817036,"about_ca_topic_score_gemma":0.01000563,"domain_scores_codex":[0.9994783,0.000120244,0.00009944959,0.00004798188,0.0001687164,0.00008534204],"domain_scores_gemma":[0.9975893,0.0004731508,0.001265412,0.00006540153,0.0002216154,0.0003849649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002305924,0.0002336809,0.9935654,0.00002850744,0.0001067452,0.00009568902,0.0002904774,0.00007780137,0.000225324,0.00006772005,0.0001791587,0.004898871],"study_design_scores_gemma":[0.00001409568,0.0001482657,0.9986858,0.00001681157,0.00003699932,0.0001790153,0.0004469997,0.0001719227,0.00008182047,0.00006197528,0.0001490471,0.000007316521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998022,0.0002844482,0.00004221898,0.00007700113,0.000009570685,0.00002327854,0.000111317,0.000001413774,0.001428766],"genre_scores_gemma":[0.9993995,0.00008324707,0.00007497065,0.00001430276,0.000004838458,0.00001373559,0.0001359158,6.130776e-7,0.0002728247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006817036,"threshold_uncertainty_score":0.01355475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0753869397930586,"score_gpt":0.4512163600031443,"score_spread":0.3758294202100857,"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."}}