{"id":"W1971211999","doi":"10.1097/00001199-200303000-00005","title":"A Longitudinal Study of Compensation-Seeking and Return to Work in a Treated Mild Traumatic Brain Injury Sample","year":2003,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"","keywords":"Compensation (psychology); Traumatic brain injury; Rehabilitation; Workers' compensation; Work (physics); Medicine; Financial compensation; Psychology; Physical therapy; Psychiatry; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.002953759,0.0001826337,0.0007528218,0.001036159,0.00005936162,0.00002863045,0.00009756023,0.00008935996,0.00006540426],"category_scores_gemma":[0.005568817,0.0001565324,0.0001119365,0.001225331,0.0000977146,0.0002092739,0.00001317945,0.0004186856,0.00000198708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634402,"about_ca_system_score_gemma":0.0001183341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002219887,"about_ca_topic_score_gemma":0.0004836014,"domain_scores_codex":[0.9965649,0.0007056347,0.001455504,0.0002446253,0.0007602589,0.0002690514],"domain_scores_gemma":[0.9950242,0.00365343,0.0003756495,0.0002790303,0.0004528637,0.0002148386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003072006,0.001907273,0.9447651,0.0004106082,0.0001222299,0.00001987844,0.03263061,0.00006067803,0.00180357,0.0001289935,0.0002350369,0.01484401],"study_design_scores_gemma":[0.005569788,0.01048728,0.967252,0.001093865,0.00007028163,0.00007273911,0.01433348,0.00008784301,0.0001652619,0.0007111031,0.00004070464,0.000115626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955643,0.00009452139,0.0005271572,0.002213115,0.00006211677,0.00145049,0.00000420897,0.00001036726,0.00007376888],"genre_scores_gemma":[0.9744347,0.000002252855,0.02541265,0.00005499309,0.00002818315,0.00002794971,0.000002040475,0.00002434907,0.00001284949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02488549,"threshold_uncertainty_score":0.6666797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182050651170381,"score_gpt":0.4008345271576196,"score_spread":0.2826294620405815,"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."}}