{"id":"W4387930766","doi":"10.2196/50860","title":"A Mindfulness-Based Resiliency Program for Caregivers of Patients With Severe Acute Brain Injury Transitioning Out of Critical Care: Protocol for an Open Pilot Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Coma (optics); Intervention (counseling); Glasgow Coma Scale; Distress; Randomized controlled trial; Intensive care unit; Intensive care medicine; Nursing; Psychiatry; Clinical psychology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001202602,0.0002732074,0.000648252,0.0005934766,0.0002770059,0.00008292487,0.0005314912,0.0001677181,0.00005484509],"category_scores_gemma":[0.006148408,0.0002270853,0.000166564,0.000896238,0.0008524761,0.0003186433,0.0001200909,0.0004061729,0.000002980154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001610467,"about_ca_system_score_gemma":0.001922189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000264487,"about_ca_topic_score_gemma":0.00004681396,"domain_scores_codex":[0.9961743,0.0005088821,0.0005923185,0.0006804812,0.001211166,0.000832848],"domain_scores_gemma":[0.9726391,0.001022346,0.0001647563,0.00053934,0.02537692,0.0002575225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9293621,0.007367182,0.0007545826,0.01432583,0.0001455861,0.00001790665,0.00248996,0.000003100172,0.001286403,0.0003859197,0.02002974,0.02383176],"study_design_scores_gemma":[0.388299,0.4904631,0.001379747,0.009412631,0.00009067946,0.000001329273,0.0119664,0.0001979486,0.07392414,0.0007204952,0.02292154,0.0006229358],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006084183,7.157113e-8,0.0005932684,0.0009862954,0.0000105518,0.9906203,0.001149157,0.000080937,0.0004752791],"genre_scores_gemma":[0.02682549,1.606795e-9,0.001662428,0.0001986449,0.00006216572,0.9703628,0.0006581484,0.00009529044,0.000135033],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.541063,"threshold_uncertainty_score":0.926027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1939419714431229,"score_gpt":0.5696697554905973,"score_spread":0.3757277840474744,"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."}}