{"id":"W2560090119","doi":"10.1017/brimp.2016.26","title":"Emotional Burden, Quality of Life, and Coping Styles in Care Givers of Patients with Disorders of Consciousness Living in Italy: Preliminary Data","year":2016,"lang":"en","type":"article","venue":"Brain Impairment","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychological intervention; Normative; Coping (psychology); Mental health; Psychology; Clinical psychology; Quality of life (healthcare); Medicine; Psychiatry","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":[0.0007654723,0.0001119857,0.0004101622,0.0002366679,0.00001510274,0.000002731981,0.0001730249,0.00005273458,0.00005038573],"category_scores_gemma":[0.001196074,0.0000797371,0.00002470438,0.0001936119,0.0003718261,0.0001291666,0.0002568048,0.0000780043,3.402335e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000896179,"about_ca_system_score_gemma":0.000269799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005306014,"about_ca_topic_score_gemma":0.0004960523,"domain_scores_codex":[0.9982418,0.0002045983,0.0005572515,0.0002674089,0.0005294048,0.0001994806],"domain_scores_gemma":[0.9979291,0.0012092,0.0002080376,0.0004422496,0.0001282746,0.00008316391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001018987,0.0005080308,0.9853286,0.001908149,0.00005323697,0.000001898308,0.00367801,0.00001206602,0.000257812,0.00004357405,0.0001207921,0.007068869],"study_design_scores_gemma":[0.004836578,0.001189028,0.9839723,0.002505963,0.00000947034,7.872667e-7,0.007274234,0.00004660806,0.00005246438,0.0000199781,0.00001024719,0.0000823239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974717,0.0001537533,0.000124847,0.001083963,0.00001546213,0.0008016548,0.0002689681,0.00000629585,0.0000732986],"genre_scores_gemma":[0.9993699,0.00002430196,0.0004873779,0.00002240919,0.000007329103,0.00001252649,0.00004573952,0.00001218732,0.00001828443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006986545,"threshold_uncertainty_score":0.3251584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999185371999513,"score_gpt":0.3250094986199283,"score_spread":0.2850176448999331,"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."}}