{"id":"W1588788744","doi":"10.1177/002580240104100206","title":"The Effects of Litigation on Symptom Expression: A Prospective Study following Mild Traumatic Brain Injury","year":2001,"lang":"en","type":"article","venue":"Medicine Science and the Law","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Rivermead post-concussion symptoms questionnaire; Traumatic brain injury; Medicine; Glasgow Coma Scale; Prospective cohort study; Head injury; Distress; Psychiatry; Glasgow Outcome Scale; Clinical psychology; Psychology; Internal medicine","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":[0.0009808303,0.0003670749,0.0003978949,0.000667602,0.0007671052,0.0008122489,0.0004382968,0.0008275029,0.001293951],"category_scores_gemma":[0.004855555,0.0004418073,0.0004124164,0.0006729772,0.0005283859,0.0008388989,0.0008336366,0.001175239,0.0004052435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002644034,"about_ca_system_score_gemma":0.0004876697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003271721,"about_ca_topic_score_gemma":0.003966245,"domain_scores_codex":[0.9992476,0.0002390358,0.00007169837,0.000100553,0.0001912686,0.0001498935],"domain_scores_gemma":[0.9970121,0.0004101103,0.001595363,0.0001256329,0.0002628388,0.0005939262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001554745,0.0001681875,0.9985155,0.000005699858,0.00002110331,0.0002271194,0.0001757587,0.00001162998,0.0001411831,0.000006576445,0.00004016914,0.000531452],"study_design_scores_gemma":[0.000006669797,0.000525251,0.9985744,0.000003444875,0.00001078,0.0005278529,0.0002252286,0.00003266568,0.00002506306,0.000008314023,0.00005650317,0.000003858298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996275,0.0001070002,0.0000270599,0.00002627294,0.000002835708,0.0000129644,0.0000818201,9.355347e-7,0.0001135209],"genre_scores_gemma":[0.9994515,0.0001057711,0.00004904862,0.0000310865,0.00001069509,0.0000156465,0.0002065024,0.000001269245,0.0001284171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003271721,"threshold_uncertainty_score":0.00650537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03899733607818268,"score_gpt":0.369226083116442,"score_spread":0.3302287470382593,"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."}}