{"id":"W4249618743","doi":"10.1111/bioe.12678","title":"Alive inside","year":2019,"lang":"en","type":"article","venue":"Bioethics","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute on Aging; Canada Excellence Research Chairs, Government of Canada; Government of Canada; Canadian Institute for Advanced Research; Greenwall Foundation","keywords":"Guideline; Persistent vegetative state; Neuroimaging; Consciousness; Neuroethics; Clinical Practice; Psychology; Ethical issues; Medicine; Consciousness Disorders; Psychiatry; Engineering ethics; Minimally conscious state; Family medicine; Neuroscience; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000442129,0.00006848602,0.000147097,0.00006837575,0.00002458831,0.00001301704,0.00008084495,0.0001589214,0.001043844],"category_scores_gemma":[0.0003183663,0.00005564333,0.00004870272,0.0001426576,0.0001803344,0.00003388384,0.00004833579,0.0004708031,0.003756459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004232024,"about_ca_system_score_gemma":0.0002013078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008887432,"about_ca_topic_score_gemma":0.00001236705,"domain_scores_codex":[0.9990817,0.00004370448,0.0001288601,0.000156178,0.0003967883,0.0001928104],"domain_scores_gemma":[0.9991197,0.0002488788,0.00002412352,0.0003803664,0.0001189632,0.0001079437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001319075,0.0008738159,0.4586509,0.002795002,0.0006438098,0.0003243773,0.01088138,0.000006136941,0.07013802,0.3169523,0.08237413,0.05504101],"study_design_scores_gemma":[0.009684933,0.003822532,0.5331766,0.001143866,0.000174578,0.0005007281,0.00668345,0.001529594,0.06642623,0.01089445,0.364977,0.0009860774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8861401,0.0001286378,0.00006273662,0.01584595,0.000289448,0.0005059667,0.000006536219,0.0001098555,0.09691076],"genre_scores_gemma":[0.9871036,0.00002863044,0.002625373,0.002144343,0.0001004509,0.00000625981,0.00000922437,0.00001791869,0.00796424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3060578,"threshold_uncertainty_score":0.9998693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.217834469418826,"score_gpt":0.4276327784175624,"score_spread":0.2097983089987363,"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."}}