{"id":"W2998815370","doi":"10.1007/s12152-019-09425-4","title":"How Does Functional Neurodiagnostics Inform Surrogate Decision-Making for Patients with Disorders of Consciousness? A Qualitative Interview Study with Patients’ Next of Kin","year":2020,"lang":"en","type":"article","venue":"Neuroethics","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Clinical Research Institute","funders":"Friedrich-Baur-Stiftung","keywords":"Persistent vegetative state; Psychology; Minimally conscious state; Consciousness; Next of kin; Electroencephalography; Rehabilitation; Cognitive psychology; Clinical psychology; Psychiatry; Neuroscience","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0004622003,0.0002493727,0.0005988252,0.0001530401,0.00008474306,0.00004101657,0.0002064736,0.00007794891,0.00002241052],"category_scores_gemma":[0.01060858,0.0001546905,0.00009312394,0.0005384032,0.0004828798,0.0002285313,0.0001228129,0.000553214,0.000001429091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000261606,"about_ca_system_score_gemma":0.0002608392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001151984,"about_ca_topic_score_gemma":0.0001841523,"domain_scores_codex":[0.9970669,0.0002969491,0.0005797506,0.0003822389,0.001399864,0.0002743134],"domain_scores_gemma":[0.9894232,0.007828329,0.0004416128,0.0003495215,0.001802308,0.0001550056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01332201,0.003559253,0.8929167,0.00293575,0.0003993773,0.00001115063,0.04679846,0.00007966631,0.00001219217,0.0004913562,0.0003699054,0.03910415],"study_design_scores_gemma":[0.02454814,0.06138267,0.8686484,0.002151969,0.00054879,0.00000257591,0.03962985,0.000704715,0.0001035338,0.0007843342,0.001004539,0.0004904477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864514,0.00001138489,0.006961196,0.003262789,0.0001345292,0.002915255,0.0001933578,0.00003054156,0.00003947705],"genre_scores_gemma":[0.9968092,0.00001643819,0.002167458,0.0007794863,0.00002247224,0.00009857772,0.0000454853,0.00005261909,0.00000819836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05782341,"threshold_uncertainty_score":0.9977255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1110181722132313,"score_gpt":0.3703766537467066,"score_spread":0.2593584815334754,"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."}}