{"id":"W2102374790","doi":"10.1097/htr.0b013e3181e421dc","title":"Coping Following Acquired Brain Injury","year":2010,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Coping (psychology); Psychology; Stroop effect; Acquired brain injury; Checklist; Clinical psychology; Rehabilitation; Cognition; Psychiatry; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00272828,0.000147173,0.0004706095,0.0004720209,0.00009934468,0.00004564262,0.0001614185,0.0001580718,0.0002021689],"category_scores_gemma":[0.005352015,0.0001229274,0.0004178401,0.0003665842,0.0001397255,0.0004443142,0.00001902405,0.0006308437,0.00003154802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001363774,"about_ca_system_score_gemma":0.0002673308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001153782,"about_ca_topic_score_gemma":0.00001705062,"domain_scores_codex":[0.9975441,0.0001713135,0.000942312,0.0001763917,0.0008662685,0.0002995995],"domain_scores_gemma":[0.996829,0.001841348,0.0002949635,0.0003274234,0.0004452578,0.0002620415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001970126,0.0008389488,0.06740153,0.0006152159,0.0003057186,0.0001119349,0.006050431,0.000009753773,0.6805498,0.001245457,0.01745254,0.2234485],"study_design_scores_gemma":[0.009064126,0.009459611,0.9383095,0.001235801,0.0002015248,0.0009047165,0.002661657,0.0003745601,0.01257702,0.005301479,0.01953526,0.0003747225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707374,0.00007272252,0.0004255684,0.02657441,0.0009519156,0.0004082825,0.000002377367,0.00003201252,0.000795307],"genre_scores_gemma":[0.9625085,0.000001786361,0.03650543,0.0003932669,0.0004270821,0.00000915478,0.000003121525,0.00003141835,0.0001202183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.870908,"threshold_uncertainty_score":0.6407249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03988020124710437,"score_gpt":0.3901490119408931,"score_spread":0.3502688106937888,"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."}}