{"id":"W2162700922","doi":"10.3109/02699052.2010.504524","title":"Where angels fear to tread: Proxy consent and novel technologies","year":2010,"lang":"en","type":"article","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Proxy (statistics); Neglect; Psychology; Acquired brain injury; Informed consent; Judgement; Surrogate endpoint; Rehabilitation; Medicine; Psychiatry; Physical therapy; Alternative medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0005251545,0.0002085152,0.000339296,0.0003090138,0.0001030947,0.00006097013,0.0002147872,0.0002596859,0.0002455057],"category_scores_gemma":[0.002348159,0.0001714876,0.00005569924,0.000369732,0.0004201519,0.00007619552,0.0002214566,0.0006527549,0.0002576629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003820658,"about_ca_system_score_gemma":0.0002032401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005364004,"about_ca_topic_score_gemma":0.0001036294,"domain_scores_codex":[0.9984005,0.0000269208,0.0002771954,0.0004422007,0.0003861671,0.0004670008],"domain_scores_gemma":[0.9984306,0.0004468456,0.00005017575,0.0007165398,0.0001159849,0.0002398855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004884804,0.0003667669,0.01765821,0.0004573682,0.00009704194,0.00006157039,0.0006614007,8.200004e-8,0.6351038,0.006800562,0.2079899,0.1303148],"study_design_scores_gemma":[0.006178001,0.004028784,0.1395648,0.001109391,0.0001178801,0.001510434,0.004936843,0.0001992215,0.1060902,0.002978076,0.7320482,0.001238175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.911103,0.0001396464,0.0002483818,0.07772029,0.0002119198,0.001527923,0.0001073357,0.0005986592,0.008342911],"genre_scores_gemma":[0.9712626,0.00002976016,0.01857525,0.001735527,0.0001791691,0.0002217186,0.00001170054,0.0000627005,0.007921604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5290136,"threshold_uncertainty_score":0.699306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06031855872863298,"score_gpt":0.3620515364449563,"score_spread":0.3017329777163233,"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."}}