{"id":"W2098240266","doi":"10.1177/0193945909334856","title":"Psychological and Biological Correlates of Fatigue After Mild-to-Moderate Traumatic Brain Injury","year":2009,"lang":"en","type":"article","venue":"Western Journal of Nursing Research","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traumatic brain injury; Clinical psychology; Psychology; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0036988,0.000186855,0.0007022145,0.0008485381,0.000093427,0.00007922888,0.0003153762,0.0002252279,0.0001015483],"category_scores_gemma":[0.001291147,0.0001268855,0.0001378812,0.0006093907,0.0007546195,0.0001364634,0.00004189382,0.001363681,0.00001959175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001352647,"about_ca_system_score_gemma":0.00009325924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001661655,"about_ca_topic_score_gemma":4.746102e-7,"domain_scores_codex":[0.9962242,0.0007060829,0.0008892855,0.0003000385,0.001246981,0.0006334321],"domain_scores_gemma":[0.9972988,0.0009572896,0.0001586756,0.0003385238,0.0006532691,0.0005934098],"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":[0.03170904,0.005259623,0.1650389,0.0002952335,0.0002293345,0.0008504302,0.01486344,0.00001742777,0.06361748,0.0003806156,0.01176127,0.7059772],"study_design_scores_gemma":[0.002059151,0.01436204,0.9699185,0.003884458,0.00003076637,0.001303622,0.0008669332,0.00008827732,0.001264148,0.006013688,0.00005639894,0.0001519982],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811472,0.000620866,0.0005742291,0.01640769,0.0001006341,0.0004643906,0.000004783652,0.00001324495,0.0006669062],"genre_scores_gemma":[0.9964544,0.00007992202,0.00272396,0.0003897937,0.0001539866,0.000005943486,0.000001360813,0.00001840839,0.0001722419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8048796,"threshold_uncertainty_score":0.5924592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3583951330278763,"score_gpt":0.5245654333757938,"score_spread":0.1661703003479174,"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."}}