{"id":"W4320492872","doi":"10.3390/brainsci13020308","title":"Needs and Quality of Life of Caregivers of Patients with Prolonged Disorders of Consciousness","year":2023,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fundação Bial; AstraZeneca Foundation; Mind Science Foundation","keywords":"Distress; Quality of life (healthcare); Emotional distress; Medicine; Health care; Quality (philosophy); Psychology; Clinical psychology; Psychiatry; Nursing; Anxiety","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001235006,0.0002934632,0.0004048906,0.00102685,0.0007755684,0.0006563584,0.0001986924,0.0002912965,0.00155025],"category_scores_gemma":[0.009790332,0.0001158025,0.00038305,0.0006305222,0.0004236002,0.0006061832,0.0008597272,0.0003943252,0.0001362543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006103148,"about_ca_system_score_gemma":0.0007242665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002397034,"about_ca_topic_score_gemma":0.003065366,"domain_scores_codex":[0.999134,0.0003422697,0.0001389829,0.00004338944,0.0001858049,0.0001555422],"domain_scores_gemma":[0.9957536,0.0009585967,0.001663655,0.00008951791,0.0007412133,0.0007934536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002394238,0.0001097161,0.9677261,0.0002285664,0.0001256356,0.0007482194,0.006702079,0.0001744823,0.0003242819,0.0001190666,0.001201535,0.02230099],"study_design_scores_gemma":[0.00001932934,0.0004263289,0.971283,0.0002563865,0.00009098359,0.002431934,0.02095107,0.0004163005,0.0001829433,0.0004174077,0.003490156,0.0000340901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975353,0.001022413,0.00008992448,0.0003605362,0.00001232423,0.00001394148,0.0001430056,0.000002333707,0.0008200349],"genre_scores_gemma":[0.9991463,0.0004203843,0.0001134566,0.00006344191,0.000008957147,0.00001382799,0.0001352936,8.688417e-7,0.00009751125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002397034,"threshold_uncertainty_score":0.006531417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0756433769583689,"score_gpt":0.3553208560779519,"score_spread":0.279677479119583,"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."}}