{"id":"W2152927989","doi":"10.3109/02699050903302336","title":"Differential pathways of psychological distress in spouses vs. parents of people with severe traumatic brain injury (TBI): Multi-group analysis","year":2009,"lang":"en","type":"article","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Psychology; Distress; Cognition; Psychological intervention; Clinical psychology; Checklist; Structural equation modeling; Psychological distress; Psychiatry; Anxiety","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000728978,0.0004849404,0.001755972,0.001039551,0.00006753369,0.0000312622,0.0005658494,0.0003299506,0.0006899831],"category_scores_gemma":[0.0008114559,0.0003720934,0.0004337699,0.002411245,0.0003701638,0.0001613451,0.00009989653,0.0006305065,0.00001259197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166108,"about_ca_system_score_gemma":0.00008021749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001907026,"about_ca_topic_score_gemma":0.0003759987,"domain_scores_codex":[0.9953786,0.000483213,0.001384508,0.0008039501,0.00120561,0.000744177],"domain_scores_gemma":[0.997119,0.0007260193,0.0004648509,0.001186601,0.000177755,0.0003257807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01683046,0.01637986,0.8254095,0.001586232,0.001732252,0.0001685899,0.00756107,0.00005156931,0.04034338,0.0008304644,0.005692494,0.08341412],"study_design_scores_gemma":[0.004806466,0.004062654,0.9861367,0.0005502226,0.0003630921,0.00003194883,0.0009069809,0.0007258251,0.001809531,0.0001889228,0.0000282886,0.0003893801],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952651,0.00004681676,0.001272683,0.00113876,0.00006535272,0.001139779,0.00059994,0.00009253692,0.0003790569],"genre_scores_gemma":[0.9964012,0.00002191065,0.0024694,0.0004640761,0.00005843586,0.00007570285,0.0003057443,0.00004729036,0.0001562712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1607272,"threshold_uncertainty_score":0.9998731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06232860942526056,"score_gpt":0.3634169562419231,"score_spread":0.3010883468166625,"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."}}