{"id":"W2022839376","doi":"10.1007/s10926-013-9417-1","title":"Further Validation of a Measure of Injury-Related Injustice Perceptions to Identify Risk for Occupational Disability: A Prospective Study of Individuals with Whiplash Injury","year":2013,"lang":"en","type":"article","venue":"Journal of Occupational Rehabilitation","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre de réadaptation Lethbridge-Layton-Mackay; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Whiplash; Rehabilitation; Predictive validity; Physical therapy; Receiver operating characteristic; Medicine; Health psychology; Poison control; Psychology; Injury prevention; Clinical psychology; Public health; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002505313,0.0002252663,0.0007007544,0.0006591244,0.00008508757,0.00001680062,0.0001395652,0.0001541324,0.0001955307],"category_scores_gemma":[0.008580619,0.000172635,0.0003187623,0.0009541968,0.0003006959,0.0006347829,0.00002800118,0.0002567859,0.000004840221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002742232,"about_ca_system_score_gemma":0.0004501965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001241295,"about_ca_topic_score_gemma":0.00003188006,"domain_scores_codex":[0.9954991,0.0005238307,0.002016688,0.0003042965,0.001492985,0.0001630495],"domain_scores_gemma":[0.9885969,0.002257617,0.001990158,0.0003204764,0.006687503,0.0001474003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005393667,0.003786808,0.9428359,0.0007706402,0.0004688478,4.042104e-8,0.01974434,0.00152277,0.02278385,0.0002117975,0.0001961159,0.002285191],"study_design_scores_gemma":[0.003334836,0.01783913,0.959514,0.0005478532,0.0005360643,0.000001802623,0.01482706,0.0001577744,0.0009759034,0.002116537,0.000004980615,0.0001440907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910467,0.00001545329,0.003590173,0.0004572402,0.0001286415,0.004545,0.0001823604,0.00001112462,0.00002328352],"genre_scores_gemma":[0.9796287,0.000002205229,0.01992317,0.00001555676,0.00007627743,0.0002621924,0.00004963804,0.00002725679,0.00001497271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02180795,"threshold_uncertainty_score":0.9997705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670969853018438,"score_gpt":0.3612110655664075,"score_spread":0.3445013670362231,"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."}}