{"id":"W1987523056","doi":"10.1348/014466505x50158","title":"Risk factors for psychological distress following injury","year":2006,"lang":"en","type":"article","venue":"British Journal of Clinical Psychology","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Anxiety; General Health Questionnaire; Depression (economics); Distress; Psychology; Eysenck Personality Questionnaire; Hospital Anxiety and Depression Scale; Mental health; Psychiatry; McGill Pain Questionnaire; Clinical psychology; Personality; Medicine; Physical therapy; Big Five personality traits; Visual analogue scale; Extraversion and introversion","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001147618,0.0001562759,0.001005958,0.00007140742,0.0001259572,0.00001558783,0.0001864775,0.0003134441,0.0001129364],"category_scores_gemma":[0.00238581,0.0001347641,0.001404395,0.0001222943,0.0002205575,0.00006853775,0.00002107862,0.000787517,0.000007840786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001303973,"about_ca_system_score_gemma":0.00001936692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005740171,"about_ca_topic_score_gemma":0.00003933111,"domain_scores_codex":[0.9970306,0.0001940563,0.001868942,0.000319233,0.0002440166,0.0003431491],"domain_scores_gemma":[0.9981127,0.0006379236,0.0006263245,0.0001809975,0.0002462241,0.000195878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001347145,0.001586568,0.4954998,0.00001707157,0.0004003882,0.0006511445,0.00001927647,0.000001676861,0.00009454909,0.00004724858,0.1867503,0.3135849],"study_design_scores_gemma":[0.004377235,0.002425038,0.9586441,0.0001027961,0.0003105954,0.0007583728,0.00005580911,0.000001147948,0.00001259297,0.002820911,0.03035603,0.0001354027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841366,0.002141841,0.001678197,0.0007832407,0.005606514,0.0001824665,0.00007654581,0.00002692551,0.005367711],"genre_scores_gemma":[0.9936199,0.001565857,0.001875736,0.0005731476,0.002096469,0.000005026021,0.000016056,0.00002322075,0.0002245545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4631443,"threshold_uncertainty_score":0.5495519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1197990999450627,"score_gpt":0.4984402541835386,"score_spread":0.3786411542384759,"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."}}