{"id":"W1973555446","doi":"10.2340/16501977-0306","title":"Perceived mental health and needs for mental health services following trauma with and without brain injury","year":2009,"lang":"en","type":"article","venue":"Journal of Rehabilitation Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Traumatic brain injury; Affect (linguistics); Psychiatry; Medicine; Clinical psychology; Vitality; Occupational safety and health; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.002617496,0.0001924206,0.0008102791,0.0005370849,0.0002235503,0.00002156877,0.00007589225,0.00005475374,0.0000174514],"category_scores_gemma":[0.0003119187,0.0001268786,0.00008262453,0.0002821608,0.0002167154,0.0002777211,0.00001039336,0.0002829082,3.091415e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002416673,"about_ca_system_score_gemma":0.0003163109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003781905,"about_ca_topic_score_gemma":0.00001602762,"domain_scores_codex":[0.9976622,0.0001945633,0.0008557774,0.0001978385,0.0007725401,0.000317034],"domain_scores_gemma":[0.9980935,0.0004430066,0.0004545039,0.0001497381,0.0001995256,0.0006596677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01549981,0.0007719441,0.1399814,0.004716373,0.0005748303,0.000008037594,0.371901,0.000001837475,0.01212436,0.0004363838,0.03061319,0.4233708],"study_design_scores_gemma":[0.034953,0.1468115,0.6152519,0.01057218,0.0001192686,0.00121245,0.1790506,0.0005761281,0.00004578591,0.0007167534,0.01041073,0.0002797367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7351867,0.001653701,0.0002092234,0.2617556,0.00009751446,0.001032237,0.000008523095,0.00001403834,0.00004246316],"genre_scores_gemma":[0.9653945,0.0001962321,0.02527625,0.008717199,0.000227407,0.000007622871,0.00002843948,0.00002347374,0.0001288952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4752705,"threshold_uncertainty_score":0.5173959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02510054980847425,"score_gpt":0.3880159859483942,"score_spread":0.3629154361399199,"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."}}