{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001431011,0.0002388956,0.0004437137,0.001282403,0.000938606,0.0005457506,0.0002088275,0.0003618999,0.001299936],"category_scores_gemma":[0.005473906,0.0002143216,0.0006999843,0.0007690342,0.0004155673,0.0005341412,0.001142806,0.0003700767,0.00008109413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003261928,"about_ca_system_score_gemma":0.000326033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002100768,"about_ca_topic_score_gemma":0.003337194,"domain_scores_codex":[0.9989902,0.0005218986,0.0001010282,0.0001052979,0.0001429948,0.0001384992],"domain_scores_gemma":[0.9985146,0.0005278744,0.0004972976,0.0001320903,0.0001464575,0.0001817342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003692611,0.00009883627,0.9899722,0.00002688498,0.0001559917,0.0001415543,0.003049612,0.00006288722,0.0003181999,0.00002390447,0.00005859089,0.005722082],"study_design_scores_gemma":[0.0000138533,0.0003171308,0.9945853,0.00001031734,0.00007029693,0.0002640645,0.004150874,0.0003007365,0.0001257573,0.00008475999,0.00007064876,0.000006273281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998251,0.00003818672,0.00006342734,0.00001145519,0.000001230503,0.000007074822,0.00001933359,6.328939e-7,0.00003372326],"genre_scores_gemma":[0.9998075,0.0000258227,0.00006427855,0.000007154857,0.000001897979,0.00001264195,0.00004816987,3.917214e-7,0.00003220062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002100768,"threshold_uncertainty_score":0.007568061,"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."}}